AutoML in Cybersecurity: An Empirical Study

Automated machine learning AutoML has emerged as a promising paradigm for automating machine learning ML pipeline design, broadening AI adoption. Yet its reliability in complex domains such as cybersecurity remains underexplored. This paper systematically evaluates eight open-source AutoML...

Securing the Journey: Cybersecurity Challenges in the Tourism Industry

This weekend is World Tourism Day, a celebration of the global travel industry and the cultural, economic, and social connections it fosters. However, as the tourism industry continues to grow and evolve, it faces an increasing array of cybersecurity threats. From data breaches targeting personal...

Kicking off Cybersecurity Awareness Month 2025: Researcher spotlights and enhanced incentives

October marks Cybersecurity Awareness Month, a time when the developer community reflect on the importance of security in the evolving digital landscape. At GitHub, we understand that protecting the global software ecosystem relies on the commitment, skill, and ingenuity of the security research...

Retail at risk: How one alert uncovered a persistent cyberthreat​​

In the latest edition of our Cyberattack Series, we dive into real-world cases targeting retail organizations. With 60% of retail companies reporting operational disruptions from cyberattacks and 43% experiencing security compromises in the past year, the risks for businesses continue to increase...

Adversarial Defense in Cybersecurity: a Systematic Review of GANs for Threat Detection and Mitigation

Machine learning-based cybersecurity systems are highly vulnerable to adversarial attacks, while Generative Adversarial Networks GANs act as both powerful attack enablers and promising defenses. This survey systematically reviews GAN-based adversarial defenses in cybersecurity 2021--August 31,...

Defy Security Appoints Esteemed Cybersecurity Leader Gary Warzala to Its Board of Directors

Pittsburg, United States, 23rd September 2025, CyberNewsWire...

Coherence-Driven Inference for Cybersecurity

Large language models LLMs can compile weighted graphs on natural language data to enable automatic coherence-driven inference CDI relevant to red and blue team operations in cybersecurity. This represents an early application of automatic CDI that holds near- to medium-term promise for...

Vulnlab

It is an offensive tool for learning and documentation. This rep...

CVE-2025-8531

Improper Handling of Length Parameter Inconsistency vulnerability in Mitsubishi Electric Corporation MELSEC-Q Series Q03UDVCPU, Q04UDVCPU, Q06UDVCPU, Q13UDVCPU, Q26UDVCPU, Q04UDPVCPU, Q06UDPVCPU, Q13UDPVCPU, and Q26UDPVCPU with the first 5 digits of serial No. "24082" to "27081" allows a remote...

Evaluating LLM Generated Detection Rules in Cybersecurity

LLMs are increasingly pervasive in the security environment, with limited measures of their effectiveness, which limits trust and usefulness to security practitioners. Here, we present an open-source evaluation framework and benchmark metrics for evaluating LLM-generated cybersecurity rules. The...

Security Vulnerabilities in Software Supply Chain for Autonomous Vehicles

The interest in autonomous vehicles AVs for critical missions, including transportation, rescue, surveillance, reconnaissance, and mapping, is growing rapidly due to their significant safety and mobility benefits. AVs consist of complex software systems that leverage artificial intelligence AI,...

CVE-2025-8531

Improper Handling of Length Parameter Inconsistency vulnerability in Mitsubishi Electric Corporation MELSEC-Q Series Q03UDVCPU, Q04UDVCPU, Q06UDVCPU, Q13UDVCPU, Q26UDVCPU, Q04UDPVCPU, Q06UDPVCPU, Q13UDPVCPU, and Q26UDPVCPU with the first 5 digits of serial No. "24082" to "27081" allows a remote...

End-To-End Co-Simulation Testbed for Cybersecurity Research and Development in Intelligent Transportation Systems

Intelligent Transportation Systems ITS have been widely deployed across major metropolitan regions worldwide to improve roadway safety, optimize traffic flow, and reduce environmental impacts. These systems integrate advanced sensors, communication networks, and data analytics to enable real-time...

Put together an IR playbook — for your personal mental health and wellbeing

Welcome to this week's edition of the Threat Source newsletter. This is gonna be a tough read. I'm sorry. Believe it or not, it's even tougher for me to write. I want to talk about what it costs to be in the cybersecurity profession. Not money or time, but potentially your health, both mentally a...

Dover Fueling Solutions ProGauge MagLink LX4 Devices

RISK EVALUATION Successful exploitation of these vulnerabilities could result in a remote attacker causing a denial-of-service condition or gaining administrative access to the device. 2. RECOMMENDED PRACTICES CISA recommends users take defensive measures to minimize the risk of exploitation of...

Cognex In-Sight Explorer and In-Sight Camera Firmware

RISK EVALUATION Successful exploitation of these vulnerabilities could allow an attacker to disclose sensitive information, steal credentials, modify files, or cause a denial-of-service condition. 2. RECOMMENDED PRACTICES CISA recommends users take defensive measures to minimize the risk of...

The Cybersecurity of a Humanoid Robot

The rapid advancement of humanoid robotics presents unprecedented cybersecurity challenges that existing theoretical frameworks fail to adequately address. This report presents a comprehensive security assessment of a production humanoid robot platform, bridging the gap between abstract security...

Hitachi Energy RTU500 series

RISK EVALUATION Successful exploitation of these vulnerabilities could cause a Denial-of-Service condition in RTU500 devices. 2. RECOMMENDED PRACTICES CISA recommends users take defensive measures to minimize the risk of exploitation of these vulnerabilities, such as: Minimize network exposure...

Delta Electronics DIALink

RISK EVALUATION Successful exploitation of these vulnerabilities could allow an attacker to bypass authentication. 2. RECOMMENDED PRACTICES CISA reminds organizations to perform proper impact analysis and risk assessment prior to deploying defensive measures. CISA also provides a section for...

A Cyberattack Victim Notification Framework

Interesting analysis: When cyber incidents occur, victims should be notified in a timely manner so they have the opportunity to assess and remediate any harm. However, providing notifications has proven a challenge across industry. When making notifications, companies often do not know the true...