Workshop on Artificial Intelligence System with Confidential Computing (AISCC 2024) Accepted Papers

Find the papers accepted for presentation at the upcoming Artificial Intelligence System with Confidential Computing (AISCC 2024) Workshop. Each paper will be allotted 8 minutes for presentation. Note that the papers are listed in alphabetical order on this page, however, the workshop will follow the sequence listed on the Program page for presentations. We encourage attendees to review the schedule in advance to ensure they don’t miss any presentations of interest.

Aligning Confidential Computing with Cloud-native ML Platforms

Angelo Ruocco, Chris Porter, Claudio Carvalho, Daniele Buono, Derren Dunn, Hubertus Franke, James Bottomley, Marcio Silva, Mengmei Ye, Niteesh Dubey, Tobin Feldman-Fitzthum (IBM Research)

Benchmarking transferable adversarial attacks

Zhibo Jin (The University of Sydney), Jiayu Zhang (Suzhou Yierqi), Zhiyu Zhu, Huaming Chen (The University of Sydney)

Differentially Private Dataset Condensation

Tianhang Zheng (University of Missouri-Kansas City), Baochun Li (University of Toronto)

Enhancing Security Event Detection on Twitter with Graph-based Tweet Embedding

Jian Cui (Indiana University Bloomington)

Exploring the Influence of Prompts in LLMs for Security-Related Tasks

Weiheng Bai (University of Minnesota), Qiushi Wu (IBM Research), Kefu Wu, Kangjie Lu (University of Minnesota)

Facilitating Threat Modeling by Leveraging Large Language Models

Isra Elsharef, Zhen Zeng (University of Wisconsin-Milwaukee), Zhongshu Gu (IBM Research)

Heterogeneous Graph Pre-training Based Model for Secure and Efficient Prediction of Default Risk Propagation among Bond Issuers

Xurui Li (Fudan University), Xin Shan (Bank of Shanghai), Wenhao Yin (Shanghai Saic Finance Co., Ltd)

PANDORA: Jailbreak GPTs by Retrieval Augmented Generation Poisoning

Gelei Deng, Yi Liu (Nanyang Technological University), Yuekang Li (The University of New South Wales), Wang Kailong(Huazhong University of Science and Technology), Tianwei Zhang, Yang Liu (Nanyang Technological University)

Research on the Reliability and Fairness of Opinion Retrieval in Public Topics

Zhuo Chen, Jiawei Liu, Haotan Liu (Wuhan University)

Strengthening Privacy in Robust Federated Learning through Secure Aggregation

Tianyue Chu, Devriş İşler (IMDEA Networks Institute & Universidad Carlos III de Madrid), Nikolaos Laoutaris (IMDEA Networks Institute)

WIP: Auditing Artist Style Pirate in Text-to-image Generation Models

Linkang Du (Zhejiang University), Zheng Zhu (Zhejiang University), Min Chen (CISPA Helmholtz Center for Information Security), Shouling Ji (Zhejiang University), Peng Cheng (Zhejiang University), Jiming Chen (Zhejiang University), Zhikun Zhang (Stanford University)

WIP: Towards a Certifiably Robust Defense for Multi-label Classifiers Against Adversarial Patches

Dennis Jacob, Chong Xiang, Prateek Mittal (Princeton University)