quark-engine

Malware Family Analysis Report Showcase | | ---|---|--- | !https://assets.ki...

reasongate

ReasonGate A self-hostable gate that inspects the text going into and out of an LLM and returns an explainable allow / flag / block decision with a machine-readable audit record for every call. What this is The open-source core is rule-based. It does four things: recognizes known prompt-injection...

Mind the Gap: Robustness Risks in PII Detection Systems

Personally Identifiable Information PII detection is a foundational component of data protection infrastructure where missed entities constitute direct privacy and security risks. Although modern PII systems report strong performance on standard benchmarks, we show that these evaluations mask...

LLM-and-MCP

Detection and Exploitation of Vulnerabilities in Android Appli...

Demystifying the Role of Rule-Based Detection in AI Systems for Windows Malware Detection

Malware detection increasingly relies on AI systems that integrate signature-based detection with machine learning. However, these components are typically developed and combined in isolation, missing opportunities to reduce data complexity and strengthen defenses against adversarial EXEmples,...

Snort Back Orifice BOPing (CVE-1999-0660)

Snort is an open source network intrusion detection system IDS capable of analyzing network traffic, logging, and dropping individual packets based on user defined rules. The program applies user defined rules to received network traffic in order to detect potentially malicious traffic. Snort is...