Literature Database

Statistical properties and privacy guarantees of an original distance-based fully synthetic data generation method

Authors: Rémy Chapelle, Bruno Falissard | Published: 2023-10-10
Data Generation
Privacy Classification
Membership Disclosure Risk

A Semantic Invariant Robust Watermark for Large Language Models

Authors: Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen | Published: 2023-10-10 | Updated: 2024-05-19
Watermarking
Prompt Injection
Performance Evaluation

SCAR: Power Side-Channel Analysis at RTL-Level

Authors: Amisha Srivastava, Sanjay Das, Navnil Choudhury, Rafail Psiakis, Pedro Henrique Silva, Debjit Pal, Kanad Basu | Published: 2023-10-10
Prompt Injection
Cryptography
Vulnerability Prediction

Differentially Private Multi-Site Treatment Effect Estimation

Authors: Tatsuki Koga, Kamalika Chaudhuri, David Page | Published: 2023-10-10
Privacy Classification
Performance Evaluation
Information Hiding Techniques

LLM for SoC Security: A Paradigm Shift

Authors: Dipayan Saha, Shams Tarek, Katayoon Yahyaei, Sujan Kumar Saha, Jingbo Zhou, Mark Tehranipoor, Farimah Farahmandi | Published: 2023-10-09
LLM Application
Prompt Injection
Vulnerability detection

Adversarial Attacks on Combinatorial Multi-Armed Bandits

Authors: Rishab Balasubramanian, Jiawei Li, Prasad Tadepalli, Huazheng Wang, Qingyun Wu, Haoyu Zhao | Published: 2023-10-08 | Updated: 2024-06-04
Algorithm
Watermarking
Machine Learning Method

Transferable Availability Poisoning Attacks

Authors: Yiyong Liu, Michael Backes, Xiao Zhang | Published: 2023-10-08 | Updated: 2024-06-06
Poisoning
Selection and Evaluation of Optimization Algorithms
Machine Learning Method

Privacy-Preserving Financial Anomaly Detection via Federated Learning & Multi-Party Computation

Authors: Sunpreet Arora, Andrew Beams, Panagiotis Chatzigiannis, Sebastian Meiser, Karan Patel, Srinivasan Raghuraman, Peter Rindal, Harshal Shah, Yizhen Wang, Yuhang Wu, Hao Yang, Mahdi Zamani | Published: 2023-10-06
Privacy Protection Method
Multi-Party Computation
Federated Learning

A Survey of Data Security: Practices from Cybersecurity and Challenges of Machine Learning

Authors: Padmaksha Roy, Jaganmohan Chandrasekaran, Erin Lanus, Laura Freeman, Jeremy Werner | Published: 2023-10-06 | Updated: 2023-12-04
Data Protection Method
Privacy Protection Method
Poisoning

Risk factor aggregation and stress testing

Authors: Natalie Packham | Published: 2023-10-06
Clustering methods
Data Collection
Machine Learning Method