Detecting Functional Bugs in Smart Contracts through LLM-Powered and Bug-Oriented Composite Analysis
Authors: Binbin Zhao, Xingshuang Lin, Yuan Tian, Saman Zonouz, Na Ruan, Jiliang Li, Raheem Beyah, Shouling Ji | Published: 2025-03-31
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Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge Base
Authors: Satvik Verma, Qun Wang, E. Wes Bethel | Published: 2025-03-27
Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing
Authors: Johan Wahréus, Ahmed Hussain, Panos Papadimitratos | Published: 2025-03-27
Bayesian Pseudo Posterior Mechanism for Differentially Private Machine Learning
Authors: Robert Chew, Matthew R. Williams, Elan A. Segarra, Alexander J. Preiss, Amanda Konet, Terrance D. Savitsky | Published: 2025-03-27
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack
Authors: Cheng Wang, Yiwei Wang, Yujun Cai, Bryan Hooi | Published: 2025-03-27
SoK: Decoding the Enigma of Encrypted Network Traffic Classifiers
Authors: Nimesha Wickramasinghe, Arash Shaghaghi, Gene Tsudik, Sanjay Jha | Published: 2025-03-25 | Updated: 2025-04-14
Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent
Authors: Philip Doldo, Derek Everett, Amol Khanna, Andre T Nguyen, Edward Raff | Published: 2025-03-25
Secure Edge Computing Reference Architecture for Data-driven Structural Health Monitoring: Lessons Learned from Implementation and Benchmarking
Authors: Sheikh Muhammad Farjad, Sandeep Reddy Patllola, Yonas Kassa, George Grispos, Robin Gandhi | Published: 2025-03-24
Defeating Prompt Injections by Design
Authors: Edoardo Debenedetti, Ilia Shumailov, Tianqi Fan, Jamie Hayes, Nicholas Carlini, Daniel Fabian, Christoph Kern, Chongyang Shi, Andreas Terzis, Florian Tramèr | Published: 2025-03-24
Large Language Models powered Network Attack Detection: Architecture, Opportunities and Case Study
Authors: Xinggong Zhang, Qingyang Li, Yunpeng Tan, Zongming Guo, Lei Zhang, Yong Cui | Published: 2025-03-24