From unstructured data to actionable intelligence: Using machine learning for threat intelligence
Machine learning and natural language processing can automate the processing of unstructured text for insightful, actionable threat intelligence.
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A case study in industry collaboration: Poisoned RDP vulnerability disclosure and response
Through a cross-company, cross-continent collaboration, we discovered a vulnerability, secured customers, and developed fix, all while learning important lessons that we can share with the industry. -
How Windows Defender Antivirus integrates hardware-based system integrity for informed, extensive endpoint protection
The deep integration of Windows Defender Antivirus with hardware-based isolation capabilities allows the detection of artifacts of attacks that tamper with kernel-mode agents at the hypervisor level. -
New machine learning model sifts through the good to unearth the bad in evasive malware
Most machine learning models are trained on a mix of malicious and clean features. -
Dismantling a fileless campaign: Microsoft Defender ATP’s Antivirus exposes Astaroth attack
Advanced technologies in Microsoft Defender ATP’s Antivirus exposed and defeated a widespread fileless campaign that completely “lived off the land” throughout a complex attack chain that run the info-stealing backdoor Astaroth directly in memory -
From alert to driver vulnerability: Microsoft Defender ATP investigation unearths privilege escalation flaw
Our discovery of two privilege escalation vulnerabilities in a driver highlights the strength of Microsoft Defender ATP’s sensors. -
Tackling phishing with signal-sharing and machine learning
Across services in Microsoft Threat Protection, the correlation of security signals enhances the comprehensive and integrated security for identities, endpoints, user data, cloud apps, and infrastructure. -
Microsoft AI competition explores the next evolution of predictive technologies in security
Predictive technologies are already effective at detecting and blocking malware at first sight. -
Analysis of cyberattack on U.S. think tanks, non-profits, public sector by unidentified attackers
Reuters recently reported a hacking campaign focused on a wide range of targets across the globe. -
Windows Defender Antivirus can now run in a sandbox
Windows Defender Antivirus has hit a new milestone: the built-in antivirus capabilities on Windows can now run within a sandbox. -
Small businesses targeted by highly localized Ursnif campaign
In social engineering attacks, is less really more? A new malware campaign puts that to the test by targeting home users and small businesses in specific US cities. -
Partnering with the industry to minimize false positives
Every day, antivirus capabilities in Microsoft Defender Advanced Threat Protection (Microsoft Defender ATP) protect millions of customers from threats.
