Showing Vulnerability to a Machine: Automated Prioritization of Software Vulnerabilities

Introduction If a software vulnerability can be detected and remedied, then a potential intrusion is prevented. While not all software vulnerabilities are known, 86 percent of vulnerabilities leading to a data breach were patchable, though there is some risk of inadvertent damage when applying...

From unstructured data to actionable intelligence: Using machine learning for threat intelligence

The security community has become proficient in using indicators of compromise IoC feeds for threat intelligence. Automated feeds have simplified the task of extracting and sharing IoCs. However, IoCs like IP addresses, domain names, and file hashes are in the lowest levels of the threat...

Cylance Antivirus Products Susceptible to Concatenation Bypass

Overview The Cylance AI-based antivirus product, prior to July 21, 2019, contains flaws that allow an adversary to craft malicious files that the AV product will likely mistake for benign files. Description Cylance PROTECT is an endpoint protection system. It contains an antivirus functionality...

CISO series: Better cybersecurity requires a diverse and inclusive approach to AI and machine learning

Artificial Intelligence AI and machine learning have created lots of buzz with vendors. Being cast as the superheroes of technology is great for getting attention. But even Superman and Supergirl had their kryptonite. Could the lack of diversity and inclusiveness in the design teams and data type...

Will XDR Improve Security?

Cybercriminals and malicious hackers have been shifting their tactics, techniques, and procedures TTPs to improve their ability to infiltrate an organization and stay under the radar of security professionals and solutions. Moving to more targeted attack methods appears to be a mainstay among...

New machine learning model sifts through the good to unearth the bad in evasive malware

We continuously harden machine learning protections against evasion and adversarial attacks. One of the latest innovations in our protection technology is the addition of a class of hardened malware detection machine learning models called monotonic models to Microsoft Defender ATP's Antivirus...

Security Bulletin: Vulnerability in Python affects Watson Machine Learning Services (CVE-2018-14647)

Summary Python is vulnerable to a denial of service, caused by a flaw in the elementtree C accelerator. By using a specially-crafted XML document, a remote attacker could exploit this vulnerability to cause a resource exhaustion. Vulnerability Details CVE-ID: CVE-2018-14647 DESCRIPTION: Python’s...

Where Will Ransomware Go In The Second Half Of 2019?

Ransomware has been an evolutionary malware family that continues to shift and change over the years. From the first fakeAV, to police ransomware, to the now oft-used crypto-ransomware, this threat just will not go away. Based on the latest trends, we predict this threat will grow in the second...

5 principles driving a customer-obsessed identity strategy at Microsoft

The cloud era has fundamentally changed the way businesses must think about security. For a long time, we built security around the perimeter. But today, the boundaryless landscape demands that we start with the individual. In our journey with customers co-designing our products and services,...

Inside out: Get to know the advanced technologies at the core of Microsoft Defender ATP next generation protection

While Windows Defender Antivirus makes catching 5 billion threats on devices every month look easy, multiple advanced detection and prevention technologies work under the hood to make this happen. Windows Defender Antivirus is the next-generation protection component of Microsoft Defender Advance...

Data, Surveillance, and the AI Arms Race

According to foreign policy experts and the defense establishment, the United States is caught in an artificial intelligence arms race with China -- one with serious implications for national security. The conventional version of this story suggests that the United States is at a disadvantage...

Learning to Rank Strings Output for Speedier Malware Analysis

Reverse engineers, forensic investigators, and incident responders have an arsenal of tools at their disposal to dissect malicious software binaries. When performing malware analysis, they successively apply these tools in order to gradually gather clues about a binary’s function, design detectio...

Q&A with Ashley Fidler, Chief Product Officer at eSentire: Women in Cybersecurity

In a few short weeks, Carbon Black will be hosting our annual user conference, CBConnect19, in sunny San Diego. This year, we’re bringing together a group of powerhouse women from across a variety of industries for our annual Women in Cybersecurity Panel to share their knowledge and experience fr...

Visiting the NSA

Yesterday, I visited the NSA. It was Cyber Command's birthday, but that's not why I was there. I visited as part of the Berklett Cybersecurity Project, run out of the Berkman Klein Center and funded by the Hewlett Foundation. BERKman hewLETT -- get it? We have a web page, but it's badly out of...

Modern Database Security Buys Down More Risks for Enterprises

Pop quiz: how many data records are lost or stolen on an average day? 1 million? 3 million? 6 million? If you answered 6 million, you’re correct, according to the Breach Level Index. According to the Index, 14.7 billion records have been lost or stolen since 2013, or more than 2.2 billion per yea...

How Technology and Politics Are Changing Spycraft

Interesting article about how traditional nation-based spycraft is changing. Basically, the Internet makes it increasingly possible to generate a good cover story; cell phone and other electronic surveillance techniques make tracking people easier; and machine learning will make all of this...

Darktrace Enterpise Immune System 3.0.9 / 3.0.10 Cross Site Request Forgery

1 - Vulnerability Darktrace Enterpise Immune System 3.0.9 and 3.0.10 contains multiple cross site request forgery vulnerabilities. It is highly likely that older versions are affected as well, but this has not been confirmed. An attacker can whitelist domains and/or change core Darktrace...

Flerken - Obfuscated Command Detection Tool

Command line obfuscation has been proved to be a non-negligible factor in fileless malware or malicious actors that are "living off the land". To bypass signature-based detection, dedicated obfuscation techniques are shown to be used by red-team penetrations and even APT activities. Meanwhile,...

Fooling Automated Surveillance Cameras with Patchwork Color Printout

Nice bit of adversarial machine learning. The image from this news article is most of what you need to know, but here's the research paper...

Partner Perspectives: Blending Analytics with Endpoint Detection and Response Better Defends the Modern Worker

Ryan Stolte is the co-founder and CTO for Bay Dynamics. There are clearly many reasons why Endpoint Detection and Response EDR has materialized into such a hotbed of interest, investment and emerging best practices - endpoint security must continually evolve within the context of threats and...