IEEE

ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning

Abstract: Many Web Application Firewalls (WAFs) leverage the OWASP Core Rule Set (CRS) to block incoming malicious requests. The CRS consists of different sets of rules designed by domain experts to ...
GitHub

Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

A lightweight framework that gives language models (LMs) a persistent, evolving memory during inference time. Dynamic Cheatsheet (DC) endows black-box language models with the ability to store and ...
The Hacker News

Critical LangChain Core Vulnerability Exposes Secrets via Serialization Injection

A critical security flaw has been disclosed in LangChain Core that could be exploited by an attacker to steal sensitive secrets and even influence large language model (LLM) responses through prompt ...
blockchain

Automated Red Teaming in AI Security: How OpenAI Uses Reinforcement Learning to Prevent ...

According to @cryps1s, OpenAI is advancing AI security by deploying automated red teaming strategies to strengthen ChatGPT Atlas and similar agents against prompt injection attacks. The company’s ...
IEEE

Preventing SQL Injection Attacks with Machine Learning: A TF-IDF + XGBoost Approach

Abstract: SQL injection is still one of the most exploited threats as a result of the rapid rise of web-based threats. Therefore, this paper presents a security framework for SQL injection attack ...