Backdoor Attacks for In-Context Learning with Language Models
Authors: Nikhil Kandpal, Matthew Jagielski, Florian Tramèr, Nicholas Carlini | Published: 2023-07-27
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Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance
Authors: Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge | Published: 2023-07-27
Unveiling Security, Privacy, and Ethical Concerns of ChatGPT
Authors: Xiaodong Wu, Ran Duan, Jianbing Ni | Published: 2023-07-26
Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of Things
Authors: Deepti Gupta, Shafika Showkat Moni, Ali Saman Tosun | Published: 2023-07-25
The GANfather: Controllable generation of malicious activity to improve defence systems
Authors: Ricardo Ribeiro Pereira, Jacopo Bono, João Tiago Ascensão, David Aparício, Pedro Ribeiro, Pedro Bizarro | Published: 2023-07-25
Accuracy Improvement in Differentially Private Logistic Regression: A Pre-training Approach
Authors: Mohammad Hoseinpour, Milad Hoseinpour, Ali Aghagolzadeh | Published: 2023-07-25 | Updated: 2024-02-12
Malware Resistant Data Protection in Hyper-connected Networks: A survey
Authors: Jannatul Ferdous, Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam | Published: 2023-07-24
Why Don’t You Clean Your Glasses? Perception Attacks with Dynamic Optical Perturbations
Authors: Yi Han, Matthew Chan, Eric Wengrowski, Zhuohuan Li, Nils Ole Tippenhauer, Mani Srivastava, Saman Zonouz, Luis Garcia | Published: 2023-07-24 | Updated: 2023-07-27
A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning
Authors: Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu | Published: 2023-07-24 | Updated: 2024-09-27
Getting pwn’d by AI: Penetration Testing with Large Language Models
Authors: Andreas Happe, Jürgen Cito | Published: 2023-07-24 | Updated: 2023-08-17