Deepfakes and AI: Fighting Cybersecurity Fire with Fire

Today, the most successful and damaging cyberattacks are executed by highly professional criminal networks rather than “lone-wolf” hackers. These criminal organizations have also become highly adept at leveraging artificial intelligence AI and machine learning ML tools, making it extremely hard f...

Vulnerability Finding Using Machine Learning

Microsoft is training a machine-learning system to find software bugs: At Microsoft, 47,000 developers generate nearly 30 thousand bugs a month. These items get stored across over 100 AzureDevOps and GitHub repositories. To better label and prioritize bugs at that scale, we couldn't just apply mo...

Secure the software development lifecycle with machine learning

Every day, software developers stare down a long list of features and bugs that need to be addressed. Security professionals try to help by using automated tools to prioritize security bugs, but too often, engineers waste time on false positives or miss a critical security vulnerability that has...

CVE-2019-20634

An issue was discovered in Proofpoint Email Protection through 2019-09-08. By collecting scores from Proofpoint email headers, it is possible to build a copy-cat Machine Learning Classification model and extract insights from this model. The insights gathered allow an attacker to craft emails tha...

CVE-2019-20634

An issue was discovered in Proofpoint Email Protection through 2019-09-08. By collecting scores from Proofpoint email headers, it is possible to build a copy-cat Machine Learning Classification model and extract insights from this model. The insights gathered allow an attacker to craft emails tha...

Code injection

An issue was discovered in Proofpoint Email Protection through 2019-09-08. By collecting scores from Proofpoint email headers, it is possible to build a copy-cat Machine Learning Classification model and extract insights from this model. The insights gathered allow an attacker to craft emails tha...

CVE-2019-20634

CVE-2019-20634 concerns Proofpoint Email Protection (through 2019-09-08). The issue enables an attacker to collect scores from Proofpoint email headers to build a copy-cat machine learning classification model and extract insights. Using those insights, the attacker can craft emails that receive ...

PT-2020-10610 · Proofpoint · Proofpoint Email Protection

Name of the Vulnerable Software and Affected Versions: Proofpoint Email Protection versions prior to 2019-09-08 Description: An issue was discovered in Proofpoint Email Protection. By collecting scores from Proofpoint email headers, it is possible to build a copy-cat Machine Learning Classificati...

Tokyo Olympics Postponed, But 5G Security Lessons Shine

The 2020 Summer Olympics in Tokyo were officially postponed this week amid the ongoing, pandemic spread of the coronavirus that causes COVID-19. The Games will be moved to 2021, but in the meantime, technological innovation around the event will continue. More specifically, postponed or not, the...

Machine learning classifiers trained via gradient descent are vulnerable to arbitrary misclassification attack

Overview Machine learning models trained using gradient descent can be forced to make arbitrary misclassifications by an attacker that can influence the items to be classified. The impact of a misclassification varies widely depending on the ML model's purpose and of what systems it is a part...

Security Bulletin: A security vulnerability has been identified in TensorFlow shipped with PowerAI.

Summary Vulnerability CVE-2020-5215 found in TensorFlow package. Vulnerability Details CVEID: CVE-2020-5215 DESCRIPTION: Tensorflow is vulnerable to a denial of service, caused by a flaw when converting a string from Python to a tf.float16 value. By sending a specially-crafted string, a remote...

Security Bulletin: A security vulnerability has been identified in SQLite shipped with PowerAI.

Summary Vulnerability CVE-2019-19317 found in SQLite package. Vulnerability Details CVEID: CVE-2019-19317 DESCRIPTION: SQLite is vulnerable to a denial of service, caused by an error in lookupName in resolve.c. By providing specially crafted input, a remote attacker could exploit this vulnerabili...

Security Bulletin: A security vulnerability has been identified in SQLite shipped with PowerAI.

Summary Multiple vulnerabilities CVE-2019-19242 and CVE-2019-19244 found in SQLite package. Vulnerability Details CVEID: CVE-2019-19242 DESCRIPTION: An unspecified error with the mishandling of pExpr-y.pTab in the sqlite3ExprCodeTarget function in expr.c in SQLite has an unknown impact and attack...

New Research Paper: Prevalence and impact of low-entropy packing schemes in the malware ecosystem

Detection of malware is a constant battle between the technologies designed to detect and prevent malware and the authors creating them. One common technique adversaries leverage is packing binaries. Packing an executable is similar to applying compression or encryption and can inhibit the abilit...

RSAC 2020: Lack of Machine Learning Laws Open Doors To Attacks

SAN FRANCISCO – As companies quickly adopt machine learning systems, cybercriminals are close behind scheming to compromise them. That worries legal experts who say a lack of laws swing open the door for bad guys to attack systems. During a panel session at RSA Conference 2020 this week, Cristin...

Security Bulletin: A security vulnerability has been identified in libjpeg-turbo shipped with PowerAI.

Summary Vulnerability CVE-2019-2201 found in libjpeg-turbo package. Vulnerability Details CVEID: CVE-2019-2201 DESCRIPTION: libjpeg-turbo could allow a remote attacker to execute arbitrary code on the system, caused by an integer overflow and subsequent heap corruption. By persuading a victim to...

Google Bans 600 Android Apps for Obnoxious Ads

Google has removed nearly 600 Android apps from the Play Store for serving up obnoxious, invasive ads that aren’t easily “x’d” out of. The internet giant said the enforcement action was a strike against mobile ad fraud. Google said Thursday that the apps violated its disruptive ads policy – and a...

Microsoft Insider Risk Management and Communication Compliance in Microsoft 365 now generally available

Microsoft Insider Risk Management and Communication Compliance in Microsoft 365—now generally available—help organizations address internal risks, such as IP theft or code of conduct policy violations. The new Microsoft Insider Risk Management solution helps to quickly identify, detect, and act o...

Azure Sentinel uncovers the real threats hidden in billions of low fidelity signals

Cybercrime is as much a people problem as it is a technology problem. To respond effectively, the defender community must harness machine learning to compliment the strengths of people. This is the philosophy that undergirds Azure Sentinel. Azure Sentinel is a cloud-native SIEM that exploits...

Introduction and Application of Model Hacking

ARCHIVED STORY Introduction and Application of Model Hacking By Steve Povolny · Febraury 19, 2020 Catherine Huang, Ph.D., and Shivangee Trivedi contributed to this blog. The term “Adversarial Machine Learning” AML is a mouthful! The term describes a research field regarding the study and design o...