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Today — 25 September 2026Training

Reimagining the SOC for the agentic era in Microsoft Defender

23 September 2026 at 12:00

The physics of cybersecurity are changing. So must the security operations center (SOC).

Cyberattackers are using agents to automate execution at unprecedented scale. What once required entire teams now requires a single operator and an agent framework.

That shift has exposed a hard truth: security cannot operate at AI speed when protection and operations are built as separate systems. Every handoff, integration, and boundary slows defenders down. Agents inherit that complexity.

For agentic security to work, the industry needs a different model. It needs a modern cyber stack with the breadth to see across the environment and the depth to investigate and act. Security operations and native protection must function as one system. This is the integrated security operations center (ISOC).

Today we are announcing ISOC in Microsoft Defender: a foundation built for agentic security that brings leading solutions for security information and event management (SIEM) and threat protection together. It gives people and agents a shared foundation to see, understand, and act across the environment, without the complexity of operating separate systems.

Built for agentic security

In July 2026, we introduced the end-to-end cyber stack alongside Project Perception, with the focus of delivering the right models, a harness, and specialized agents to help defenders perceive, reason, and act at machine speed. But we are innovating at every layer of the stack, because intelligence and orchestration alone are not enough. Agents depend on the rest of the stack working as one.

They need signals and sensors that provide visibility, context that turns those signals into understanding, and actuators that translate decisions into protection. With ISOC, these layers work in unison, so agents can move beyond isolated tasks and help operate an agentic SOC.

Diagram of an autonomous system stack with six layers: Actuators, Agents, Harness, Models, Context, and Sensors and Signals. The bottom three layers are grouped together. A banner below reads, "Strategy stays human. Scale becomes autonomous."

Signals and sensors give the system awareness.

Context turns those signals into understanding.

Actuators turn insights into protective action.

ISOC brings these capabilities together as a foundation, so humans and agents can operate as one system, each contributing what they do best. Agents provide the speed and scale to execute continuously, while people set priorities, apply judgment, and define the outcomes that matter. Together, they empower defenders to keep pace with AI-powered threat actors and achieve better security outcomes.

Integrated protection loop

With ISOC enabling signals, context, and controls to work as one, it breaks the pattern of linear security workflows. The result is an integrated protection loop that continuously turns what defenders learn into stronger pre-breach protection.

Attack disruption in Microsoft Defender shows what this makes possible. Rich telemetry and controls enable the system to detect, predict, and adapt to an attacker while the attack is still unfolding. It disrupts threats in progress and anticipates where attackers may move next. It’s a protection loop that uses exposure insights to strengthen protection in near real-time with threat intelligence focusing the loop on the threats that matter most.

ISOC brings together the capabilities needed to make this loop native, eliminating the burden of assembling, tuning, and maintaining it yourself. And as protection advances, new capabilities can become part of that loop. The result is stronger protection and a different way of working, where practitioners spend less time chasing individual signals and more time applying judgment, setting priorities, and driving security outcomes.

Designed for the practitioner

For too long, practitioners have had to compensate for the boundaries in their security architecture, stitching together signals, rebuilding context, and moving between tools just to get the information and controls needed to act.

ISOC changes their starting point. The capabilities practitioners need to investigate, hunt, automate, manage incidents, understand threats, and take action are brought together and available by default. Instead of organizing their work around the boundaries between tools, teams can organize around the security outcome they are trying to achieve.

And that foundation gets more powerful as autonomy grows. The integrated protection loop can take on more of the continuous work of detecting and defending against threats, while agents help practitioners investigate, reason, and act using the same context and controls already available to them.

There’s no separate agentic layer to assemble or new operating model to stitch together. Practitioners can multiply their expertise where they already work, shifting more of their time from operating the security stack to directing the defense.

The path forward

Security has always been a race between attackers and defenders. AI changes the speed, scale, and economics of that race. The next SOC will not be defined by how many AI features it has, but by whether people and agents can perceive, reason, and act across an environment as one system.

Integrated security operations center (ISOC) in Microsoft Defender is available in preview today. Watch a recording of the full announcement or download the whitepaper: Agentic SOC: The new operating model for continuous defense.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.

The post Reimagining the SOC for the agentic era in Microsoft Defender appeared first on Microsoft Security Blog.

Yesterday — 24 September 2026Training

Reimagining the SOC for the agentic era in Microsoft Defender

23 September 2026 at 12:00

The physics of cybersecurity are changing. So must the security operations center (SOC).

Cyberattackers are using agents to automate execution at unprecedented scale. What once required entire teams now requires a single operator and an agent framework.

That shift has exposed a hard truth: security cannot operate at AI speed when protection and operations are built as separate systems. Every handoff, integration, and boundary slows defenders down. Agents inherit that complexity.

For agentic security to work, the industry needs a different model. It needs a modern cyber stack with the breadth to see across the environment and the depth to investigate and act. Security operations and native protection must function as one system. This is the integrated security operations center (ISOC).

Today we are announcing ISOC in Microsoft Defender: a foundation built for agentic security that brings leading solutions for security information and event management (SIEM) and threat protection together. It gives people and agents a shared foundation to see, understand, and act across the environment, without the complexity of operating separate systems.

Built for agentic security

In July 2026, we introduced the end-to-end cyber stack alongside Project Perception, with the focus of delivering the right models, a harness, and specialized agents to help defenders perceive, reason, and act at machine speed. But we are innovating at every layer of the stack, because intelligence and orchestration alone are not enough. Agents depend on the rest of the stack working as one.

They need signals and sensors that provide visibility, context that turns those signals into understanding, and actuators that translate decisions into protection. With ISOC, these layers work in unison, so agents can move beyond isolated tasks and help operate an agentic SOC.

Diagram of an autonomous system stack with six layers: Actuators, Agents, Harness, Models, Context, and Sensors and Signals. The bottom three layers are grouped together. A banner below reads, "Strategy stays human. Scale becomes autonomous."

Signals and sensors give the system awareness.

Context turns those signals into understanding.

Actuators turn insights into protective action.

ISOC brings these capabilities together as a foundation, so humans and agents can operate as one system, each contributing what they do best. Agents provide the speed and scale to execute continuously, while people set priorities, apply judgment, and define the outcomes that matter. Together, they empower defenders to keep pace with AI-powered threat actors and achieve better security outcomes.

Integrated protection loop

With ISOC enabling signals, context, and controls to work as one, it breaks the pattern of linear security workflows. The result is an integrated protection loop that continuously turns what defenders learn into stronger pre-breach protection.

Attack disruption in Microsoft Defender shows what this makes possible. Rich telemetry and controls enable the system to detect, predict, and adapt to an attacker while the attack is still unfolding. It disrupts threats in progress and anticipates where attackers may move next. It’s a protection loop that uses exposure insights to strengthen protection in near real-time with threat intelligence focusing the loop on the threats that matter most.

ISOC brings together the capabilities needed to make this loop native, eliminating the burden of assembling, tuning, and maintaining it yourself. And as protection advances, new capabilities can become part of that loop. The result is stronger protection and a different way of working, where practitioners spend less time chasing individual signals and more time applying judgment, setting priorities, and driving security outcomes.

Designed for the practitioner

For too long, practitioners have had to compensate for the boundaries in their security architecture, stitching together signals, rebuilding context, and moving between tools just to get the information and controls needed to act.

ISOC changes their starting point. The capabilities practitioners need to investigate, hunt, automate, manage incidents, understand threats, and take action are brought together and available by default. Instead of organizing their work around the boundaries between tools, teams can organize around the security outcome they are trying to achieve.

And that foundation gets more powerful as autonomy grows. The integrated protection loop can take on more of the continuous work of detecting and defending against threats, while agents help practitioners investigate, reason, and act using the same context and controls already available to them.

There’s no separate agentic layer to assemble or new operating model to stitch together. Practitioners can multiply their expertise where they already work, shifting more of their time from operating the security stack to directing the defense.

The path forward

Security has always been a race between attackers and defenders. AI changes the speed, scale, and economics of that race. The next SOC will not be defined by how many AI features it has, but by whether people and agents can perceive, reason, and act across an environment as one system.

Integrated security operations center (ISOC) in Microsoft Defender is available in preview today. Watch a recording of the full announcement or download the whitepaper: Agentic SOC: The new operating model for continuous defense.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.

The post Reimagining the SOC for the agentic era in Microsoft Defender appeared first on Microsoft Security Blog.

Improving email security outcomes with real-world Microsoft Defender insights

17 September 2026 at 12:00

Every benchmark tells a story. The most valuable ones tell us where to improve next.

For five consecutive quarters Microsoft has published email security benchmarking reports to provide greater transparency into real-world protection outcomes. The results have shown strong Microsoft Defender performance across pre-delivery and post-delivery scenarios, while revealing where threats and defenses continue to evolve.

This quarter’s benchmark examines how continuous measurement informs protection across prevention, detection, and adaptation, and how those insights are helping improve customer outcomes.

Key takeaways

  • Defender again missed the fewest high-severity threats among the solutions evaluated, about 55% fewer than the next-closest secure email gateway (SEG) vendor.
  • Layered security adds the most value in promotional and bulk filtering and works; gains for spam and malicious email remain comparatively modest.

Benchmarking results for SEG vendors

In the latest quarterly SEG comparison from May 2026 through July 2026, Defender missed 221 high-severity threats per 1,000 protected users, 55.4% fewer than the next-closest SEG vendor. The benchmark measures missed threats instead of the total number of malicious emails that were caught and filtered, because catch totals can reflect differences in threat volume and exposure across vendor environments. By normalizing missed threats per 1,000 users we are able to provide a more consistent side-by-side comparison.

The image shows a bar chart illustrating the number of high severity email threats that were missed by various Secure Email Gateway (SEG) vendors, with Mimecast leading the list.
Figure 1: High-severity email threats missed by SEG vendors (May 2026 through July 2026), measured as threats missed per 1,000 users protected. Data source: Microsoft Defender.

If you’ve read our previous blogs, you’ll see that missed threats have increased across multiple reporting periods, including for Microsoft. This aligns with broader trends we’re seeing as AI makes it easier for cyberattackers to gather public information, tailor messages, and create more convincing impersonation attempts. It reinforces the need for protection that continuously adapts.

Benchmarking results for ICES vendors

Effective email detection combines pre-delivery filtering with post-delivery detection and remediation. This benchmark helps customers evaluate where each layer contributes measurable value.

Similarly to previous quarters, integrated cloud email security (ICES) solutions continue adding the most value in promotional and bulk filtering. We saw an improvement in ICES vendor malicious catch at 0.30% versus 0.13% in the last quarter and spam catch going up to 0.52% versus 0.28% compared to last quarter.

The diagram illustrates the distribution of different types of cyber threat catches (non-malicious, spam, and malicious) detected by various vendors (Check Point, Cisco, Darktrace, etc.) in Microsoft Defender Counter Attack (ICES) from May to July 2026.
Figure 2: ICES vendor catch contribution (May 2026 through July 2026). Data source: Microsoft Defender.

Defender caught 92% of post-delivery malicious messages on average during the benchmark period, highlighting how the combination of pre-delivery and post-delivery remediation delivers strong results for customers.

At the same time it’s key to understand that Defender doesn’t treat post-delivery remediation as a point-in-time action after the email was first delivered to the inbox. Even after a message reaches the inbox, new threat intelligence can reveal risks that were not apparent at the time of delivery. Defender continuously reevaluates delivered messages and remediates threats as new indicators, campaign intelligence, and threat signals emerge.

The image is a pie chart showing the percentage of malicious emails detected by various security vendors, with Microsoft Defender catching the most at 92%.
Figure 3: Post‑delivery malicious catch by Microsoft Defender (May 2026 through July 2026), shown across vendors and overall average. Data source: Microsoft Defender.

How our benchmarking is helping shape product innovation

The value of benchmarking is what happens after measurement. Insights from customer feedback, threat telemetry, and benchmarking have informed recent Microsoft Defender investments:

  • More control over promotional mail: Across multiple benchmarking periods, we observed that ICES solutions often delivered the greatest incremental benefit in filtering promotional and bulk email. The new Promotions folder in Outlook builds on these insights by helping users reduce inbox clutter while keeping legitimate marketing and bulk messages accessible.
  • Redesigned machine learning and AI model stack: By analyzing and incorporating natural language processing signals, including message topic, alongside other AI detection signals, Defender can improve detection accuracy. During a consecutive four-week period, Microsoft research observed a roughly two-thirds reduction in false negatives and a nearly one-fifth reduction in false positives for Defender customers.
  • Protection for people and AI: We built prompt injection protection to detect and isolate malicious AI instructions in email before delivery—helping protect not only people, but also Copilot, agents, and other AI systems that read and act on inbox content. This innovation demonstrates how we continue evolving our defenses to address the latest cyberattack techniques and stay ahead of emerging threats.

Looking ahead

Since July 2025, our goal has been to bring greater transparency to email security effectiveness. Today, we are using benchmarking to help customers understand how cyberthreats evolve, where defenses add value, and how protection improves over time.

Benchmarking is not simply about demonstrating effectiveness, it is about learning from real-world outcomes and translating those insights into stronger protection. As cyberattackers continue to innovate, we remain committed to sharing evidence, improving our technology, and helping customers stay ahead of emerging cyberthreats.

To explore the latest benchmarking data and learn more about how Defender and ICES partners work together, access the benchmarking site.

Learn more

Learn more about Microsoft Defender.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.

The post Improving email security outcomes with real-world Microsoft Defender insights appeared first on Microsoft Security Blog.

Before yesterdayTraining

Improving email security outcomes with real-world Microsoft Defender insights

17 September 2026 at 12:00

Every benchmark tells a story. The most valuable ones tell us where to improve next.

For five consecutive quarters Microsoft has published email security benchmarking reports to provide greater transparency into real-world protection outcomes. The results have shown strong Microsoft Defender performance across pre-delivery and post-delivery scenarios, while revealing where threats and defenses continue to evolve.

This quarter’s benchmark examines how continuous measurement informs protection across prevention, detection, and adaptation, and how those insights are helping improve customer outcomes.

Key takeaways

  • Defender again missed the fewest high-severity threats among the solutions evaluated, about 55% fewer than the next-closest secure email gateway (SEG) vendor.
  • Layered security adds the most value in promotional and bulk filtering and works; gains for spam and malicious email remain comparatively modest.

Benchmarking results for SEG vendors

In the latest quarterly SEG comparison from May 2026 through July 2026, Defender missed 221 high-severity threats per 1,000 protected users, 55.4% fewer than the next-closest SEG vendor. The benchmark measures missed threats instead of the total number of malicious emails that were caught and filtered, because catch totals can reflect differences in threat volume and exposure across vendor environments. By normalizing missed threats per 1,000 users we are able to provide a more consistent side-by-side comparison.

The image shows a bar chart illustrating the number of high severity email threats that were missed by various Secure Email Gateway (SEG) vendors, with Mimecast leading the list.
Figure 1: High-severity email threats missed by SEG vendors (May 2026 through July 2026), measured as threats missed per 1,000 users protected. Data source: Microsoft Defender.

If you’ve read our previous blogs, you’ll see that missed threats have increased across multiple reporting periods, including for Microsoft. This aligns with broader trends we’re seeing as AI makes it easier for cyberattackers to gather public information, tailor messages, and create more convincing impersonation attempts. It reinforces the need for protection that continuously adapts.

Benchmarking results for ICES vendors

Effective email detection combines pre-delivery filtering with post-delivery detection and remediation. This benchmark helps customers evaluate where each layer contributes measurable value.

Similarly to previous quarters, integrated cloud email security (ICES) solutions continue adding the most value in promotional and bulk filtering. We saw an improvement in ICES vendor malicious catch at 0.30% versus 0.13% in the last quarter and spam catch going up to 0.52% versus 0.28% compared to last quarter.

The diagram illustrates the distribution of different types of cyber threat catches (non-malicious, spam, and malicious) detected by various vendors (Check Point, Cisco, Darktrace, etc.) in Microsoft Defender Counter Attack (ICES) from May to July 2026.
Figure 2: ICES vendor catch contribution (May 2026 through July 2026). Data source: Microsoft Defender.

Defender caught 92% of post-delivery malicious messages on average during the benchmark period, highlighting how the combination of pre-delivery and post-delivery remediation delivers strong results for customers.

At the same time it’s key to understand that Defender doesn’t treat post-delivery remediation as a point-in-time action after the email was first delivered to the inbox. Even after a message reaches the inbox, new threat intelligence can reveal risks that were not apparent at the time of delivery. Defender continuously reevaluates delivered messages and remediates threats as new indicators, campaign intelligence, and threat signals emerge.

The image is a pie chart showing the percentage of malicious emails detected by various security vendors, with Microsoft Defender catching the most at 92%.
Figure 3: Post‑delivery malicious catch by Microsoft Defender (May 2026 through July 2026), shown across vendors and overall average. Data source: Microsoft Defender.

How our benchmarking is helping shape product innovation

The value of benchmarking is what happens after measurement. Insights from customer feedback, threat telemetry, and benchmarking have informed recent Microsoft Defender investments:

  • More control over promotional mail: Across multiple benchmarking periods, we observed that ICES solutions often delivered the greatest incremental benefit in filtering promotional and bulk email. The new Promotions folder in Outlook builds on these insights by helping users reduce inbox clutter while keeping legitimate marketing and bulk messages accessible.
  • Redesigned machine learning and AI model stack: By analyzing and incorporating natural language processing signals, including message topic, alongside other AI detection signals, Defender can improve detection accuracy. During a consecutive four-week period, Microsoft research observed a roughly two-thirds reduction in false negatives and a nearly one-fifth reduction in false positives for Defender customers.
  • Protection for people and AI: We built prompt injection protection to detect and isolate malicious AI instructions in email before delivery—helping protect not only people, but also Copilot, agents, and other AI systems that read and act on inbox content. This innovation demonstrates how we continue evolving our defenses to address the latest cyberattack techniques and stay ahead of emerging threats.

Looking ahead

Since July 2025, our goal has been to bring greater transparency to email security effectiveness. Today, we are using benchmarking to help customers understand how cyberthreats evolve, where defenses add value, and how protection improves over time.

Benchmarking is not simply about demonstrating effectiveness, it is about learning from real-world outcomes and translating those insights into stronger protection. As cyberattackers continue to innovate, we remain committed to sharing evidence, improving our technology, and helping customers stay ahead of emerging cyberthreats.

To explore the latest benchmarking data and learn more about how Defender and ICES partners work together, access the benchmarking site.

Learn more

Learn more about Microsoft Defender.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.

The post Improving email security outcomes with real-world Microsoft Defender insights appeared first on Microsoft Security Blog.

Detect and disrupt AI-themed attacks with Microsoft Defender

10 September 2026 at 12:00

Every wave of technology excitement creates a new opportunity for cyberattackers, and AI is no exception. Microsoft Threat Intelligence has published research showing a growing set of campaigns that impersonate popular AI platforms and tools, including ChatGPT, Microsoft Copilot, DeepSeek, and Claude.1 The goal is to make phishing, search-driven malware campaigns, and malvertising—which is malicious advertising that uses online ads to lure users to harmful sites, downloads, or redirect chains—more convincing. A ChatGPT-themed phishing campaign sent up to 100,000 emails in a single day, tricking users into updating their ChatGPT Plus payment information and stealing personal and credit card data. These campaigns do not represent a compromise of the AI services being referenced. They represent something more familiar—cyberattackers doing what they have always done: borrowing trust. Right now, AI brands can carry significant trust and curiosity, making them attractive themes for cyberattackers to exploit.

Understanding why this trend matters and what it means for security teams is critical to shaping a modern protection strategy. The tactics are the same ones cyberattackers have always refined: urgency, curiosity, and impersonation of something familiar to lower a user’s guard. What has changed is the wrapper. A message about a new model release, a policy update from a familiar AI assistant, or a plugin that promises to make the workday easier is today’s version of the fake invoice or the shipping notification. AI-themed lures deserve attention not because they are a passing trend tied to one product cycle, but because AI remains a genuine source of excitement and urgency for employees and consumers alike, and cyberattackers are exploiting the human instinct to explore what is new, useful, or urgent.

The attack pattern is evolving

Microsoft’s research team recently observed several AI brand campaigns including:

  • A ChatGPT-themed phishing kit built to harvest credit card data.
  • A Claude-themed campaign that harvested credentials and access tokens through adversary-in-the-middle (AiTM) techniques.
  • Malvertising for a fake AI Windows plugin that delivered the Vidar stealer.
  • Fraudulent DeepSeek installers distributed through GitHub.

In one case, an initial access broker tracked as Storm-3075 used AI-themed malvertising to distribute payloads for multiple downstream actors, a sign of how quickly this tactic is being commoditized across the criminal ecosystem.

Screenshot of a phishing email from ChatGPT encouraging readers to click on a malicious link.
Figure 1. Snippet of the top portion of the email impersonating ChatGPT and enticing users to click on the link.

What ties these campaigns together is not sophistication in the traditional sense. It is patience and precision in exploiting a moment. Threat actors are capitalizing on anticipated launches and emerging trends, layering multi-stage redirection chains and disposable infrastructure to slip past both users and defenses. That has real implications for security leaders: it means these incidents cannot be evaluated one surface at a time. A single AI-themed lure can begin as an email, become a malicious link, trigger a suspicious download, and end as an identity or endpoint compromise. Organizations that assess each of those as an isolated event are always a step behind. Organizations that connect them see the full shape of the cyberattack, often early enough to stop it.

Turning AI lures into dead ends with Microsoft Defender

In practice, protection starts before the user ever engages with the lure. Microsoft Defender’s anti-phishing policies can help detect spoofing and impersonation attempts, including user and domain impersonation, first-contact messages, mailbox intelligence signals, and other suspicious sender characteristics. For an AI-themed lure, that might look like a fake “Copilot policy update,” a spoofed support notice, or a lookalike domain designed to make a credential collection page feel legitimate.

If the campaign relies on links, Defender’s Safe Links provides URL scanning and detonation during mail flow, plus time-of-click verification when a user selects a link in email, Microsoft Teams, or supported Microsoft 365 apps. That is important when cyberattackers use redirect chains, delayed activation, or links that appear benign at delivery but later resolve to phishing infrastructure, fake sign-in pages, or malicious downloads.

For campaigns that use fake installers, malicious downloads, or weaponized attachments, Safe Attachments adds another layer by detonating attachments in a virtual environment before delivery when policies are configured. For example, if a message promotes a “new AI plugin” but includes a harmful attachment, Safe Attachments can analyze the file for malware, ransomware, or phishing behavior before it reaches the user. If a cyberthreat is identified after delivery, Defender’s post-delivery filtering capabilities help remove malicious content from mailboxes and reduce the window of exposure.

Graphic showing the Microsoft Defender protection stack showing how it uses AI-powered filtering before delivery and ongoing assessment of mail after delivery.
Figure 2. Simplified Defender email detection stack with pre-delivery and post-delivery protections.

Protect against multi-stage attacks with attack disruption

But AI-powered attacks don’t stop at email. Their objective is to gain the highest level of access possible, using compromised accounts as a foothold to move across identities, devices, and data. When a cyberattack moves beyond the inbox, Defender helps connect the evidence. Signals from email and collaboration tools, endpoints, identities, and software as a service (SaaS) apps are correlated into an attack story so analysts can see whether the same lure led to a clicked link, a downloaded payload, risky sign-in behavior, or endpoint activity.

As cyberattackers expand beyond email to gain broader access across the environment, Defender moves from detection to disruption. For multi-stage, multi-domain attacks like business email compromise or AiTM, Defender’s powerful, built-in response capability, attack disruption, will contain the compromised asset during the attack to prevent further lateral movement while security teams investigate and remediate. Attack disruption contains more than 81,000 compromised user accounts monthly and is now disrupting more than 45,000 AiTM attacks each month.

Graphic showing that 81,000 users are saved per month because of Microsoft Defender attack disruption features and 45,000 adversary-in-the-middle attacks disrupted monthly.
Figure 3. Recent attack disruption statistics. (Source: Internal Microsoft Research, September 2026)

In a recent case study, Defender disrupted a business email compromise attack within four minutes of the initial activity (Figure 4). While response times may vary by scenario, this case shows the impact of attack disruption on a real cyberthreat. The cyberattacker used a convincing document-sharing lure to trick a user to start a legitimate Microsoft device code sign-in flow, which avoided traditional credential theft techniques. Defender recognized the resulting device code authentication and follow-on activity as suspicious, correlated signals across identity and email telemetry, and disrupted the attack within four minutes before the attacker could establish persistence, create inbox rules, or execute payroll fraud.

A graphic illustrating a case study of how a business email compromise attack was disrupted.
Figure 4. Business email compromise attack through OAuth device code phishing.

The takeaway

AI brands are the new bait, but the underlying lesson is bigger than any single campaign. As cyberattackers continue to exploit the momentum around AI, organizations should expect social engineering to become more targeted, more believable, and more difficult to evaluate in isolation.

The answer is not to treat every new lure as a brand-new category of risk. It is to build a protection model that makes trust harder to exploit across the full attack chain. Microsoft Defender helps organizations do that by connecting prevention, detection, investigation, and response across the attack path, so AI-themed lures are harder to deliver, harder to trust, and harder to turn into broader compromise.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.


1AI brands as bait: How threat actors are using the AI hype in social engineering, Microsoft Threat Intelligence. June 8, 2026.

The post Detect and disrupt AI-themed attacks with Microsoft Defender appeared first on Microsoft Security Blog.

Detect and disrupt AI-themed attacks with Microsoft Defender

10 September 2026 at 12:00

Every wave of technology excitement creates a new opportunity for cyberattackers, and AI is no exception. Microsoft Threat Intelligence has published research showing a growing set of campaigns that impersonate popular AI platforms and tools, including ChatGPT, Microsoft Copilot, DeepSeek, and Claude.1 The goal is to make phishing, search-driven malware campaigns, and malvertising—which is malicious advertising that uses online ads to lure users to harmful sites, downloads, or redirect chains—more convincing. A ChatGPT-themed phishing campaign sent up to 100,000 emails in a single day, tricking users into updating their ChatGPT Plus payment information and stealing personal and credit card data. These campaigns do not represent a compromise of the AI services being referenced. They represent something more familiar—cyberattackers doing what they have always done: borrowing trust. Right now, AI brands can carry significant trust and curiosity, making them attractive themes for cyberattackers to exploit.

Understanding why this trend matters and what it means for security teams is critical to shaping a modern protection strategy. The tactics are the same ones cyberattackers have always refined: urgency, curiosity, and impersonation of something familiar to lower a user’s guard. What has changed is the wrapper. A message about a new model release, a policy update from a familiar AI assistant, or a plugin that promises to make the workday easier is today’s version of the fake invoice or the shipping notification. AI-themed lures deserve attention not because they are a passing trend tied to one product cycle, but because AI remains a genuine source of excitement and urgency for employees and consumers alike, and cyberattackers are exploiting the human instinct to explore what is new, useful, or urgent.

The attack pattern is evolving

Microsoft’s research team recently observed several AI brand campaigns including:

  • A ChatGPT-themed phishing kit built to harvest credit card data.
  • A Claude-themed campaign that harvested credentials and access tokens through adversary-in-the-middle (AiTM) techniques.
  • Malvertising for a fake AI Windows plugin that delivered the Vidar stealer.
  • Fraudulent DeepSeek installers distributed through GitHub.

In one case, an initial access broker tracked as Storm-3075 used AI-themed malvertising to distribute payloads for multiple downstream actors, a sign of how quickly this tactic is being commoditized across the criminal ecosystem.

Screenshot of a phishing email from ChatGPT encouraging readers to click on a malicious link.
Figure 1. Snippet of the top portion of the email impersonating ChatGPT and enticing users to click on the link.

What ties these campaigns together is not sophistication in the traditional sense. It is patience and precision in exploiting a moment. Threat actors are capitalizing on anticipated launches and emerging trends, layering multi-stage redirection chains and disposable infrastructure to slip past both users and defenses. That has real implications for security leaders: it means these incidents cannot be evaluated one surface at a time. A single AI-themed lure can begin as an email, become a malicious link, trigger a suspicious download, and end as an identity or endpoint compromise. Organizations that assess each of those as an isolated event are always a step behind. Organizations that connect them see the full shape of the cyberattack, often early enough to stop it.

Turning AI lures into dead ends with Microsoft Defender

In practice, protection starts before the user ever engages with the lure. Microsoft Defender’s anti-phishing policies can help detect spoofing and impersonation attempts, including user and domain impersonation, first-contact messages, mailbox intelligence signals, and other suspicious sender characteristics. For an AI-themed lure, that might look like a fake “Copilot policy update,” a spoofed support notice, or a lookalike domain designed to make a credential collection page feel legitimate.

If the campaign relies on links, Defender’s Safe Links provides URL scanning and detonation during mail flow, plus time-of-click verification when a user selects a link in email, Microsoft Teams, or supported Microsoft 365 apps. That is important when cyberattackers use redirect chains, delayed activation, or links that appear benign at delivery but later resolve to phishing infrastructure, fake sign-in pages, or malicious downloads.

For campaigns that use fake installers, malicious downloads, or weaponized attachments, Safe Attachments adds another layer by detonating attachments in a virtual environment before delivery when policies are configured. For example, if a message promotes a “new AI plugin” but includes a harmful attachment, Safe Attachments can analyze the file for malware, ransomware, or phishing behavior before it reaches the user. If a cyberthreat is identified after delivery, Defender’s post-delivery filtering capabilities help remove malicious content from mailboxes and reduce the window of exposure.

Graphic showing the Microsoft Defender protection stack showing how it uses AI-powered filtering before delivery and ongoing assessment of mail after delivery.
Figure 2. Simplified Defender email detection stack with pre-delivery and post-delivery protections.

Protect against multi-stage attacks with attack disruption

But AI-powered attacks don’t stop at email. Their objective is to gain the highest level of access possible, using compromised accounts as a foothold to move across identities, devices, and data. When a cyberattack moves beyond the inbox, Defender helps connect the evidence. Signals from email and collaboration tools, endpoints, identities, and software as a service (SaaS) apps are correlated into an attack story so analysts can see whether the same lure led to a clicked link, a downloaded payload, risky sign-in behavior, or endpoint activity.

As cyberattackers expand beyond email to gain broader access across the environment, Defender moves from detection to disruption. For multi-stage, multi-domain attacks like business email compromise or AiTM, Defender’s powerful, built-in response capability, attack disruption, will contain the compromised asset during the attack to prevent further lateral movement while security teams investigate and remediate. Attack disruption contains more than 81,000 compromised user accounts monthly and is now disrupting more than 45,000 AiTM attacks each month.

Graphic showing that 81,000 users are saved per month because of Microsoft Defender attack disruption features and 45,000 adversary-in-the-middle attacks disrupted monthly.
Figure 3. Recent attack disruption statistics. (Source: Internal Microsoft Research, September 2026)

In a recent case study, Defender disrupted a business email compromise attack within four minutes of the initial activity (Figure 4). While response times may vary by scenario, this case shows the impact of attack disruption on a real cyberthreat. The cyberattacker used a convincing document-sharing lure to trick a user to start a legitimate Microsoft device code sign-in flow, which avoided traditional credential theft techniques. Defender recognized the resulting device code authentication and follow-on activity as suspicious, correlated signals across identity and email telemetry, and disrupted the attack within four minutes before the attacker could establish persistence, create inbox rules, or execute payroll fraud.

A graphic illustrating a case study of how a business email compromise attack was disrupted.
Figure 4. Business email compromise attack through OAuth device code phishing.

The takeaway

AI brands are the new bait, but the underlying lesson is bigger than any single campaign. As cyberattackers continue to exploit the momentum around AI, organizations should expect social engineering to become more targeted, more believable, and more difficult to evaluate in isolation.

The answer is not to treat every new lure as a brand-new category of risk. It is to build a protection model that makes trust harder to exploit across the full attack chain. Microsoft Defender helps organizations do that by connecting prevention, detection, investigation, and response across the attack path, so AI-themed lures are harder to deliver, harder to trust, and harder to turn into broader compromise.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.


1AI brands as bait: How threat actors are using the AI hype in social engineering, Microsoft Threat Intelligence. June 8, 2026.

The post Detect and disrupt AI-themed attacks with Microsoft Defender appeared first on Microsoft Security Blog.

​​Forrester names Microsoft a Leader in the 2026 Extended Detection and Response Platforms Wave™ report

17 June 2026 at 14:30

We are excited to share that Microsoft has been named a Leader in The Forrester Wave™: Extended Detection and Response Platforms, Q2 2026. Microsoft ranked the highest of any vendor evaluated in the Strategy category and is the only vendor to receive the highest score in Vision. Microsoft also received the highest possible scores across the current offering criteria of identity detection, cloud detection, SIEM replacement, Threat Intelligence, Threat hunting, Administrative controls, and Training.

In the report, Forrester writes that “Microsoft articulates a compelling vision to build a Frontier approach to security, bringing people and AI together while the platform continuously shields against and disrupts attacks.”

Graphic showing Microsoft's position as a Leader in the Forrester Wave.

A new frontier for XDR

That recognition reflects how Microsoft sees the next phase of XDR evolution. As cyberattackers use AI to scale and accelerate their campaigns, defenders need more than correlated signals. They need a system that brings together data, people, and workflows so security can operate with the same speed and coordination.  

At Microsoft, XDR is that foundation. It connects signals across identities, endpoints, email, software as a service (SaaS) apps, and cloud workloads into a shared layer of context bringing together the signals, workflows, and actions security runs on. 

That foundation extends directly into how protection and operations are delivered. Microsoft Defender’s native capabilities continuously shield against attacks with built-in, system-level defenses, while embedded agents help triage alerts, hunt for threats, and deliver intelligence in the flow of work. The result is a shift from fragmented response to coordinated, system-level defense—where decisions, actions, and protection move together by default.

Attack disruption is one of the clearest expressions of that vision today. It uses cross-domain signals and AI to stop multi-stage cyberattacks like ransomware and adversary-in-the-middle attacks while they are active and unfolding.

Forrester specifically notes attack disruption in the report, “As well as its roadmap, it (Microsoft) has built unique features, like automatic attack disruption, to help deliver on its vision.”

World-class threat intelligence at the core

Threat intelligence is a brand-new evaluation criterion in this Wave and Microsoft earned the highest possible score. This reflects a broader shift: intelligence is no longer a bolt-on, but fundamental to how modern XDR platforms detect, prioritize, and disrupt cyberattacks.

Microsoft Threat Intelligence is built on a broad vantage point, analyzing 100 trillion signals each day. That intelligence is delivered directly into the analyst experience, which provides context on threat actors: their motivations and tactics appear inside incidents, alongside affected assets, and tied to response actions.

The intelligence is built into detections, attack disruption, hunting, and AI that helps analysts make sense of what they’re seeing. It’s also continuously informed by Microsoft’s global security research teams tracking nation-state actors, ransomware groups, and emerging cyberthreats, which brings frontline insight directly to defenders.

Innovation that reinforces continued leadership

We believe Microsoft’s ranking as a leader in this report is a reflection of the pace of innovation across the Defender portfolio over the past year. Highlights include:

Adaptive defense to contain active attacks: Attack disruption now expands autonomous protection to predict and shield against a threat actor’s next move during active cyberattacks. It acts just in time to defend against common attacker tactics such as group policy objects (GPOs), Safeboot, and identity compromise, with new controls that now include device isolation.

Native protection across cloud, identity, and SIEM: Microsoft delivers differentiated protection across cloud and identity by natively harnessing signals from Azure and Microsoft 365 coverage. Combined with Microsoft Sentinel’s powerful security information and event management (SIEM) and threat hunting capabilities, this foundation goes beyond detection, enabling disruption of attacks directly within the SOC for critical data sources including Amazon Web Services (AWS), Okta, and Proofpoint, fundamentally turning your SIEM into a threat protection solution. 

Microsoft Security Copilot alert triage agent: Security Copilot agents in Defender help security operations center (SOC) teams investigate faster, automate response, and prioritize high-risk cyberthreats. Microsoft recently extended the Security Copilot alert triage agent to cloud and identity, extending assistive and autonomous AI to two of the most critical attack surfaces security teams defend every day. By helping analysts triage alerts faster, surface high-value context, and move more quickly from signal to action, these new capabilities strengthen the SOC where speed and precision matter most. That momentum reinforces that Microsoft received the highest possible scores in both identity detection and cloud detection.

Securing local AI agents: Microsoft recently announced endpoint security for local AI agents at Microsoft Build 2026. Defender helps security teams gain visibility into AI agents running on devices, assess exposure across identities and resources, block malicious activity in real time, and investigate agent activity through Advanced Hunting.

What this recognition means for our customers

Being named a Leader in The Forrester Wave™: Extended Detection and Response Platforms, Q2 2026 reinforces Microsoft’s commitment to helping defenders stay ahead of modern cyberattacks. We believe this recognition reflects the strength of our vision, the breadth of our protection across identities, endpoints, email, cloud, and applications, and our continued investment in bringing people and AI together in the SOC.

As the threat landscape continues to evolve, we remain focused on helping customers investigate faster, respond more effectively, and strengthen their security operations with an integrated platform built for today’s cyberattacks.

Learn more

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.

Forrester does not endorse any company, product, brand, or service included in its research publications and does not advise any person to select the products or services of any company or brand based on the ratings included in such publications. Information is based on the best available resources. Opinions reflect judgment at the time and are subject to change. This report is part of a broader collection of Forrester resources, including interactive models, frameworks, tools, data, and access to analyst guidance. For more information, read about Forrester’s objectivity here .  

The post ​​Forrester names Microsoft a Leader in the 2026 Extended Detection and Response Platforms Wave™ report appeared first on Microsoft Security Blog.

Microsoft is named a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Protection

29 May 2026 at 12:00

As threats become more coordinated and faster to execute, endpoint protection has become the proving ground for modern defense. For the seventh consecutive time, Microsoft has been named a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Protection. We believe this reflects both the strength of our technology, and the trust customers place in Microsoft Defender. 

Microsoft Defender delivers industry-leading Endpoint Detection and Response (EDR), powered by global threat intelligence and built for the scale and speed of today’s attacks. For many of our customers, Defender’s endpoint capabilities are the foundation for a coordinated system of defense that spans endpoints, identities, email, apps, cloud, and data.

Bringing these signals together changes what’s possible. It enables earlier detection, stronger prevention, and capabilities like predictive shielding that help stop attacks before they spread. This is the shift underway in security: from isolated tools to a connected system that can see across the environment, understand what’s changing, and take action in real time. It’s what makes the next generation of AI-driven, agentic security possible and helps defenders stay ahead of threats, not just respond to them.

Sustained innovation to stay ahead of changing threats

Over the past year, Microsoft has introduced key advancements to endpoint protection that have empowered defenders to stay ahead of evolving cyberthreats, including:

Proactive defense during attacks: Attack disruption now expands autonomous protection to predicting and blocking an adversary’s next move during active attacks. It acts just in time to harden against some of the most common attacker tactics, such as group policy objects (GPOs), Safeboot, and identity compromise, to stop lateral movement and defend dynamically.

Custom telemetry: With new custom data collection capabilities, Defender makes it easy for security teams to collect specialized data directly within the Defender portal. It allows organizations to extend their endpoint telemetry beyond the 200+ default signals to support tailored detections and advanced hunting scenarios, such as AMSI for hunting over script content and Kerberos for auth-based and network attacks.

Simplified onboarding: To help security teams onboard simply and securely, we’ve built new Defender deployment tools for Windows and Linux, which handle the entire process for you. Just download a single package and it will dynamically adapt to the operating system, take care of prerequisites, and install the latest version of Defender available as needed for older devices that don’t have it already built in. The Defender deployment tools eliminate friction, automate tricky steps, and provide predictability throughout the onboarding journey.

Sovereign-ready protection: Defender enables customers to meet data storage and privacy needs while operating under public, sovereign, hybrid, or disconnected models. Its multi‑tenant architecture enables organizations to balance centralized security visibility with localized control over their data, reflecting a shift from basic compliance to operational governance.

End-to-end security for local AI agents: Microsoft announced agentic endpoint security as a part of A365 to discover, govern, and block AI agents such as OpenClaw and previously unseen applications running locally on endpoints.

Innovations such as these represent the continued commitment to drive the next wave of innovation. Stay tuned for more exciting advancements at Microsoft Build on June 2nd.

Learn more

If you’re not yet taking advantage of Microsoft’s leading endpoint security solution, visit Microsoft Defender for Endpoint and start a free trial today to evaluate our leading endpoint protection platform. 

Are you a regular user of Microsoft Defender for Endpoint? Share your insights on Microsoft Defender for Endpoint and get rewarded with a $25 gift card on Gartner Peer Insights™.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.


Gartner, Magic Quadrant for Endpoint Protection, Deepak Mishra, Evgeny Mirolyubov, Nikul Patel, 26 May 2026.

Gartner is a registered trademark and service mark and Magic Quadrant is a registered trademark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and are used herein with permission. All rights reserved. 

This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from.

Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. 

The post Microsoft is named a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Protection appeared first on Microsoft Security Blog.

Microsoft is named a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Protection

29 May 2026 at 12:00

As threats become more coordinated and faster to execute, endpoint protection has become the proving ground for modern defense. For the seventh consecutive time, Microsoft has been named a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Protection. We believe this reflects both the strength of our technology, and the trust customers place in Microsoft Defender. 

Microsoft Defender delivers industry-leading Endpoint Detection and Response (EDR), powered by global threat intelligence and built for the scale and speed of today’s attacks. For many of our customers, Defender’s endpoint capabilities are the foundation for a coordinated system of defense that spans endpoints, identities, email, apps, cloud, and data.

Bringing these signals together changes what’s possible. It enables earlier detection, stronger prevention, and capabilities like predictive shielding that help stop attacks before they spread. This is the shift underway in security: from isolated tools to a connected system that can see across the environment, understand what’s changing, and take action in real time. It’s what makes the next generation of AI-driven, agentic security possible and helps defenders stay ahead of threats, not just respond to them.

Sustained innovation to stay ahead of changing threats

Over the past year, Microsoft has introduced key advancements to endpoint protection that have empowered defenders to stay ahead of evolving cyberthreats, including:

Proactive defense during attacks: Attack disruption now expands autonomous protection to predicting and blocking an adversary’s next move during active attacks. It acts just in time to harden against some of the most common attacker tactics, such as group policy objects (GPOs), Safeboot, and identity compromise, to stop lateral movement and defend dynamically.

Custom telemetry: With new custom data collection capabilities, Defender makes it easy for security teams to collect specialized data directly within the Defender portal. It allows organizations to extend their endpoint telemetry beyond the 200+ default signals to support tailored detections and advanced hunting scenarios, such as AMSI for hunting over script content and Kerberos for auth-based and network attacks.

Simplified onboarding: To help security teams onboard simply and securely, we’ve built new Defender deployment tools for Windows and Linux, which handle the entire process for you. Just download a single package and it will dynamically adapt to the operating system, take care of prerequisites, and install the latest version of Defender available as needed for older devices that don’t have it already built in. The Defender deployment tools eliminate friction, automate tricky steps, and provide predictability throughout the onboarding journey.

Sovereign-ready protection: Defender enables customers to meet data storage and privacy needs while operating under public, sovereign, hybrid, or disconnected models. Its multi‑tenant architecture enables organizations to balance centralized security visibility with localized control over their data, reflecting a shift from basic compliance to operational governance.

End-to-end security for local AI agents: Microsoft announced agentic endpoint security as a part of A365 to discover, govern, and block AI agents such as OpenClaw and previously unseen applications running locally on endpoints.

Innovations such as these represent the continued commitment to drive the next wave of innovation. Stay tuned for more exciting advancements at Microsoft Build on June 2nd.

Learn more

If you’re not yet taking advantage of Microsoft’s leading endpoint security solution, visit Microsoft Defender for Endpoint and start a free trial today to evaluate our leading endpoint protection platform. 

Are you a regular user of Microsoft Defender for Endpoint? Share your insights on Microsoft Defender for Endpoint and get rewarded with a $25 gift card on Gartner Peer Insights™.

To learn more about Microsoft Security solutions, visit our website. Bookmark the Security blog to keep up with our expert coverage on security matters. Also, follow us on LinkedIn (Microsoft Security) and X (@MSFTSecurity) for the latest news and updates on cybersecurity.


Gartner, Magic Quadrant for Endpoint Protection, Deepak Mishra, Evgeny Mirolyubov, Nikul Patel, 26 May 2026.

Gartner is a registered trademark and service mark and Magic Quadrant is a registered trademark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and are used herein with permission. All rights reserved. 

This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from.

Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. 

The post Microsoft is named a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Protection appeared first on Microsoft Security Blog.

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