Security News

Stellar Cyber’s new app applies machine learning to firewall data to spot anomalies
2020-01-22 03:30

Security provider Stellar Cyber, with the first Open-XDR platform, announced its new Firewall Traffic Analysis Application, which supercharges firewalls by analyzing their data to spot undetected anomalies. With this new App, security analysts get an automated assistant to detect firewall misconfigurations, malicious users and abnormal traffic to gain new value from firewall data, improving analyst productivity typically over 20x. The FTA Application supports firewalls from many vendors including Cisco, Check Point, Fortinet, Palo Alto Networks and Sophos.

Failure Modes in Machine Learning
2019-12-09 11:56

Interesting taxonomy of machine-learning failures (pdf) that encompasses both mistakes and attacks, or -- in their words -- intentional and unintentional failure modes. It's a good basis for...

AI, Machine Learning and Robotics: Privacy, Security Issues
2019-12-06 19:48

The use of artificial intelligence, machine learning and robotics has enormous potential, but along with that promise come critical privacy and security challenges, says technology attorney Stephen Wu.

Manipulating Machine Learning Systems by Manipulating Training Data
2019-11-29 11:43

Interesting research: "TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents": Abstract:: Recent work has identified that classification models implemented as neural networks are...

Researchers develop machine learning-based detector that stops lateral phishing attacks
2019-11-05 06:00

Lateral phishing attacks – scams targeting users from compromised email accounts within an organization – are becoming an increasing concern in the U.S. Whereas in the past attackers would send...

Using Machine Learning to Detect IP Hijacking
2019-10-17 11:08

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...

Moogsoft AIOps 7.3: Enhanced correlation capabilities and machine learning visualization
2019-10-09 01:00

Moogsoft, a provider of artificial intelligence for IT Operations (AIOps), announced today the release of Moogsoft AIOps 7.3, the latest version of its enterprise platform. Release 7.3 expands the...

How MIT researchers use machine learning to detect IP hijackings before it occurs
2019-10-08 16:25

The goal is to predict incidents in advance by tracing it back to the actual hijackers.

HPE’s new solution standardizes machine learning workflows and accelerates AI deployments
2019-09-11 02:30

Hewlett Packard Enterprise (HPE) announced a container-based software solution, HPE ML Ops, to support the entire machine learning model lifecycle for on-premises, public cloud and hybrid cloud...

How Machine Learning Can Mitigate Email-Based Attacks
2019-08-27 14:33

Dena Bauckman of Zix Corp. on Fighting Against PhishingNewer technologies, such as machine learning, can help mitigate the risk of ever more sophisticated email-based attacks, including phishing,...