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Poster
Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection
Jingjing Wang · Minhuan Huang · yuanping nie · Xiang Li · Qianjin Du · Wei Kong · Huan Deng · Xiaohui Kuang
Affinity Event
OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning
Harish Karthikeyan · Antigoni Polychroniadou
Affinity Event
Armadillo: Robust Secure Aggregation for Federated Learning with Input Validation
Yiping Ma · Yue Guo · Harish Karthikeyan · Antigoni Polychroniadou
Poster
Wed 11:00 Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation
Sahar Abdelnabi · Amr Gomaa · Sarath Sivaprasad · Lea Schönherr · Mario Fritz
Poster
Thu 16:30 NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
Minghao Shao · Sofija Jancheska · Meet Udeshi · Brendan Dolan-Gavitt · haoran xi · Kimberly Milner · Boyuan Chen · Max Yin · Siddharth Garg · Prashanth Krishnamurthy · Farshad Khorrami · Ramesh Karri · Muhammad Shafique
Poster
Wed 16:30 RFLPA: A Robust Federated Learning Framework against Poisoning Attacks with Secure Aggregation
Peihua Mai · Ran Yan · Yan Pang
Poster
Thu 11:00 Learning Better Representations From Less Data For Propositional Satisfiability
Mohamed Ghanem · Frederik Schmitt · Julian Siber · Bernd Finkbeiner
Poster
Wed 16:30 Sample-Efficient Private Learning of Mixtures of Gaussians
Hassan Ashtiani · Mahbod Majid · Shyam Narayanan
Poster
Wed 16:30 Metric Transforms and Low Rank Representations of Kernels for Fast Attention
Timothy Chu · Josh Alman · Gary L. Miller · Shyam Narayanan · Mark Sellke · Zhao Song
Poster
Thu 11:00 Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature
Tong Zhou · Xuandong Zhao · Xiaolin Xu · Shaolei Ren
Poster
Wed 11:00 Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
Adarsh Jamadandi · Celia Rubio-Madrigal · Rebekka Burkholz
Poster
Nimbus: Secure and Efficient Two-Party Inference for Transformers
Zhengyi Li · Kang Yang · Jin Tan · Wen-jie Lu · Haoqi Wu · Xiao Wang · Yu Yu · Derun Zhao · Yancheng Zheng · Minyi Guo · Jingwen Leng