How Machine Learning is Changing the Face of Financial Services

Artificial intelligence AI has become integrated into our everyday lives. It powers what we see in our social media newsfeeds, activates facial recognition to unlock our smartphones, and even suggests music for us to listen to. Machine learning, a subset of AI, is progressively integrating into o...

Time for day 2 of briefings at BlueHat Seattle!

We hope you enjoyed the first day of our BlueHat briefings and the Bytes of BlueHat reception in our glamping tent complete with toasted marshmallows. Yesterday, we learned a lot about how XboxOne hardware security has advanced the state of hardware security elsewhere, we heard some surprising...

Time for day 2 of briefings at BlueHat Seattle!

We hope you enjoyed the first day of our BlueHat briefings and the Bytes of BlueHat reception in our glamping tent complete with toasted marshmallows. Yesterday, we learned a lot about how XboxOne hardware security has advanced the state of hardware security elsewhere, we heard some surprising...

Celebrate Cybersecurity Awareness Month with These Tips From a Survey of 1,200 Security Pros

Held every October, National Cybersecurity Awareness Month NCSAM is a collaborative effort between government and industry meant to raise awareness about the importance of cybersecurity. NCSAM is focused largely on consumer awareness, but for cybersecurity leaders, it is also a great opportunity ...

Definitive Dossier of Devilish Debug Details – Part Deux: A Didactic Deep Dive into Data Driven Deductions

In Part One of this blog series, Steve Miller outlined what PDB paths are, how they appear in malware, how we use them to detect malicious files, and how we sometimes use them to make associations about groups and actors. As Steve continued his research into PDB paths, we became interested in...

Using Machine Learning to Detect IP Hijacking

This is interesting research: In a BGP hijack, a malicious actor convinces nearby networks that the best path to reach a specific IP address is through their network. That's unfortunately not very hard to do, since BGP itself doesn't have any security procedures for validating that a message is...

Top 6 email security best practices to protect against phishing attacks and business email compromise

Most cyberattacks start over email—a user is tricked into opening a malicious attachment, or into clicking a malicious link and divulging credentials, or into responding with confidential data. Attackers dupe victims by using carefully crafted emails to build a false sense of trust and/or urgency...

Microsoft’s 4 principles for an effective security operations center

The Microsoft Cyber Defense Operations Center CDOC fields trillions of security signals every day. How do we identify and respond to the right threats? One thing that won’t surprise you: we leverage artificial intelligence AI, machine learning, and automation to narrow the focus. But technology i...

New Comic Videos Take CISO/Security Vendor Relationship to the Extreme

Today's CISOs operate in an overly intensive environment. As the ones who are tasked with the unenviable accountability for failed protection and successful breaches, they must relentlessly strive to improve their defense lines with workforce education, training their security teams and last but...

CylancePROTECT Analysis Mechanism Bypass

The vulnerability of the analysis mechanism for machine learning models used in antivirus protection software CylancePROTECT exists due to insufficient verification of input data. Exploiting this vulnerability allows a malicious actor to introduce a malicious file by bypassing the protection...

Delivering Intrinsic, Intelligent and Informed Security: VMware Completes Acquisition of Carbon Black

Editor's Note: This blog also appears on VMware's Newsroom. We are delighted to announce that VMware has completed its acquisition of endpoint security leader Carbon Black. With this move, VMware is launching a new Security Business Unit under the leadership of Patrick Morley, who has led Carbon...

In hot pursuit of elusive threats: AI-driven behavior-based blocking stops attacks in their tracks

Our experience in detecting and blocking threats on millions of endpoints tells us that attackers will stop at nothing to circumvent protections. Even one gap in security can be disastrous to an organization. At Microsoft, we don’t stop finding new ways to fill in gaps in security. We go beyond...

ManaTI - A Web-Based Tool To Assist The Work Of The Intuitive Threat Analysts

Machine Learning for Threat Intuitive Analysis The goal of the ManaTI project is to develop machine learning techniques to assist an intuitive threat analyst to speed the discovery of new security problems. The machine learning will contribute to the analysis by finding new relationships and...

Rethinking how we learn security

A couple of years ago, I wrote an article on the relative lack of investor and startup interest in addressing a crucial CISO priority—the preparedness of employees on the security team. Considering what seems to be a steady stream of news about breaches, what can be done to encourage more people ...

NX-OS Endpoint Learning DoS

The vulnerability of the Endpoint Learning function in the network operating system NX-OS of Cisco Nexus series 9000 switches is related to state management errors. Exploiting this vulnerability can allow a malicious actor to cause service interruptions remotely...

Moodle Injection Vulnerability

Moodle is a free, open-source e-learning software platform, also known as a course management system, learning management system or virtual learning environment. An injection vulnerability exists in Moodle, which can be exploited by an attacker to inject scripts...

Azure Sentinel—the cloud-native SIEM that empowers defenders is now generally available

Machine learning enhanced with artificial intelligence AI holds great promise in addressing many of the global cyber challenges we see today. They give our cyber defenders the ability to identify, detect, and block malware, almost instantaneously. And together they give security admins the abilit...

UNICEF Leaks Personal Data of 8,000 Users via Email Blunder

The charity organization UNICEF inadvertently leaked the personal details of thousands of people who use its online learning portal Agora by way of an errant email sent to 20,000 inboxes. The email was accidentally sent on August 26 by UNICEF and included the names, email addresses, gender and...

Multiple Vulnerabilities in Youmu's Learning Platform

Ltd. is a company that builds institutions' informatized teaching and management support system based on the comprehensive platform of Youmu class online education. There are multiple vulnerabilities in the UMOCL learning platform, which can be exploited by attackers to arbitrarily upload, downlo...

Open Sourcing StringSifter

Malware analysts routinely use the Strings program during static analysis in order to inspect a binary's printable characters. However, identifying relevant strings by hand is time consuming and prone to human error. Larger binaries produce upwards of thousands of strings that can quickly evoke...