MRMMIA: Membership Inference Attacks on Memory in Chat Agents

Membership inference attacks MIAs test whether a target data record belongs to a system's private data, and have become a standard tool to measure privacy leakage in machine learning systems. Prior work has primarily focused on training corpora or retrieval databases. However, MIAs against agent...

Gray-Box Poisoning of Continuous Malware Ingestion Pipelines

Modern malware detection pipelines rely on continuous data ingestion and machine learning to counter the high volume of novel threats. This work investigates a realistic gray-box poisoning threat model targeting these pipelines. Using the secmlmalware framework, we generate problem-space...

The Role of Learning in Attacking Intrusion Detection Systems

Recent work on network attacks have demonstrated that ML-based network intrusion detection systems NIDS can be evaded with adversarial perturbations. However, these attacks rely on complex optimizations that have large computational overheads, making them impractical in many real-world settings. ...

BACFuzz: Exposing the Silence on Broken Access Control Vulnerabilities in Web Applications

Broken Access Control BAC remains one of the most critical and widespread vulnerabilities in web applications, allowing attackers to access unauthorized resources or perform privileged actions. Despite its severity, BAC is underexplored in automated testing due to key challenges: the lack of...

Top 10 web application vulnerabilities in 2021–2023

To help companies with navigating the world of web application vulnerabilities and securing their own web applications, the Open Web Application Security Project OWASP online community created the OWASP Top Ten. As we followed their rankings, we noticed that the way we ranked major vulnerabilitie...

Syhunt ScanTools - Console Web Vulnerability Scan Tools

Syhunt released the new generation of its console-based scan tools, simply called ScanTools. The first release of ScanTools comes with four console applications: - ScanURL ,ScanCode , ScanLog and ScanConf , incorporating the functionality of the scanners Syhunt Hybrid/Dynamic, Syhunt Code, Syhunt...

Practical Web Security testing of HTTP truncated smuggling vulnerability-vulnerability warning-the black bar safety net

In this article, we will detailed to introduce the reader for the HTTP truncated and HTTP smuggling attack security testing techniques. We will by example demonstrate how to use the HTTP Protocol, certain properties, or the use of Web application weaknesses, or different proxy for HTTP message of...