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

MuMo: Multimodal Molecular Representation Learning via Structural Fusion and Progressive Injection

1 Department of Computer Science, Western University, London, ON, Canada 2 Department of Biochemistry, Western University, London, ON, Canada This repository contains the code, datasets, and trained ...
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 ...
GitHub

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

We introduce PaCoRe (Parallel Coordinated Reasoning), a framework that shifts the driver of inference from sequential depth to coordinated parallel breadth, breaking the model context limitation and ...