PiMRef: Detecting and Explaining Ever-Evolving Spear Phishing Emails with Knowledge Base Invariants

Phishing emails are a critical component of the cybercrime kill chain due to their wide reach and low cost. Their ever-evolving nature renders traditional rule-based and feature-engineered detectors ineffective in the ongoing arms race between attackers and defenders. The rise of large language...

Hybrid Privacy Policy-Code Consistency Check Using Knowledge Graphs and LLMs

The increasing concern in user privacy misuse has accelerated research into checking consistencies between smartphone apps' declared privacy policies and their actual behaviors. Recent advances in Large Language Models LLMs have introduced promising techniques for semantic comparison, but these...

Strike price curve of getDutchAuctionStrike is not what users expect

Lines of code Vulnerability details Note: This submission contains links to a private fork of the contest repo. User code423n4 has been added as a collaborator in order to view. Impact Function getDutchAuctionStrike does not implement the function that Option buyers would expect. They probably...