De-amplifying Bias from Differential Privacy in Language Model Fine-tuning
Authors: Sanjari Srivastava, Piotr Mardziel, Zhikhun Zhang, Archana Ahlawat, Anupam Datta, John C Mitchell | Published: 2024-02-07
IoT Network Traffic Analysis with Deep Learning
Authors: Mei Liu, Leon Yang | Published: 2024-02-06
LIPSTICK: Corruptibility-Aware and Explainable Graph Neural Network-based Oracle-Less Attack on Logic Locking
Authors: Yeganeh Aghamohammadi, Amin Rezaei | Published: 2024-02-06
Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Authors: Xuechunzi Bai, Angelina Wang, Ilia Sucholutsky, Thomas L. Griffiths | Published: 2024-02-06 | Updated: 2024-05-23
LLM Agents can Autonomously Hack Websites
Authors: Richard Fang, Rohan Bindu, Akul Gupta, Qiusi Zhan, Daniel Kang | Published: 2024-02-06 | Updated: 2024-02-16
PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural Network
Authors: Tan Sun, Junhong Lin | Published: 2024-02-06 | Updated: 2024-07-06
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
Authors: Yihan Wang, Yifan Zhu, Xiao-Shan Gao | Published: 2024-02-06
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective
Authors: Lei Yu, Meng Han, Yiming Li, Changting Lin, Yao Zhang, Mingyang Zhang, Yan Liu, Haiqin Weng, Yuseok Jeon, Ka-Ho Chow, Stacy Patterson | Published: 2024-02-06
Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol
Authors: Hector Alaiz-Moreton, Jose Aveleira-Mata, Jorge Ondicol-Garcia, Angel Luis Muñoz-Castañeda, Isaías García, Carmen Benavides | Published: 2024-02-05
Homograph Attacks on Maghreb Sentiment Analyzers
Authors: Fatima Zahra Qachfar, Rakesh M. Verma | Published: 2024-02-05