Cybersecurity

Principled Data-Driven Decision Support for Cyber-Forensic Investigations AAAI 2023 Real-Time Concealed Weapon Detection on 3D Radar Images for Walk-Through Screening System WACV 2023 Robust and Actively Secure Serverless Collaborative Learning NeurIPS 2023 SALSA VERDE: a machine learning attack on LWE with sparse small secrets NeurIPS 2023 Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs AAAI 2023 SECRECY: Secure collaborative analytics in untrusted clouds NSDI 2023 Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples NeurIPS 2023 Stable Diffusion is Unstable NeurIPS 2023 TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce EMNLP 2023 Tools for Verifying Neural Models' Training Data NeurIPS 2023 TrojanSQL: SQL Injection against Natural Language Interface to Database EMNLP 2023 TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization CVPR 2023 Two-phase Attacks in Security Games UAI 2023 UNICORN: A Unified Backdoor Trigger Inversion Framework ICLR 2023 Unsupervised Binary Code Translation with Application to Code Clone Detection and Vulnerability Discovery EMNLP 2023 3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022 Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes NAACL 2022 Auditing Saliency Cropping Algorithms WACV 2022 Automated Verification of Network Function Binaries NSDI 2022 BadPrompt: Backdoor Attacks on Continuous Prompts NeurIPS 2022 Blockaid: Data Access Policy Enforcement for Web Applications OSDI 2022 Buffer-based End-to-end Request Event Monitoring in the Cloud NSDI 2022 Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains NeurIPS 2022 CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes AAAI 2022 Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022