Efficient Attack Detection in IoT Devices using Feature Engineering-Less Machine Learning
Authors: Arshiya Khan, Chase Cotton | Published: 2023-01-09
Prompt Injection
IronForge: An Open, Secure, Fair, Decentralized Federated Learning
Authors: Guangsheng Yu, Xu Wang, Caijun Sun, Qin Wang, Ping Yu, Wei Ni, Ren Ping Liu, Xiwei Xu | Published: 2023-01-07
Constitutional AI: Harmlessness from AI Feedback
Authors: Yuntao Bai, Saurav Kadavath, Sandipan Kundu, Amanda Askell, Jackson Kernion, Andy Jones, Anna Chen, Anna Goldie, Azalia Mirhoseini, Cameron McKinnon, Carol Chen, Catherine Olsson, Christopher Olah, Danny Hernandez, Dawn Drain, Deep Ganguli, Dustin Li, Eli Tran-Johnson, Ethan Perez, Jamie Kerr, Jared Mueller, Jeffrey Ladish, Joshua Landau, Kamal Ndousse, Kamile Lukosuite, Liane Lovitt, Michael Sellitto, Nelson Elhage, Nicholas Schiefer, Noemi Mercado, Nova DasSarma, Robert Lasenby, Robin Larson, Sam Ringer, Scott Johnston, Shauna Kravec, Sheer El Showk, Stanislav Fort, Tamera Lanham, Timothy Telleen-Lawton, Tom Conerly, Tom Henighan, Tristan Hume, Samuel R. Bowman, Zac Hatfield-Dodds, Ben Mann, Dario Amodei, Nicholas Joseph, Sam McCandlish, Tom Brown, Jared Kaplan | Published: 2022-12-15
PhishClone: Measuring the Efficacy of Cloning Evasion Attacks
Authors: Arthur Wong, Alsharif Abuadbba, Mahathir Almashor, Salil Kanhere | Published: 2022-09-04
Generative Adversarial Networks and Image-Based Malware Classification
Authors: Huy Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp | Published: 2022-06-08
DNS based In-Browser Cryptojacking Detection
Authors: Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla | Published: 2022-05-10
StratDef: Strategic Defense Against Adversarial Attacks in ML-based Malware Detection
Authors: Aqib Rashid, Jose Such | Published: 2022-02-15 | Updated: 2023-04-24
Examining Zero-Shot Vulnerability Repair with Large Language Models
Authors: Hammond Pearce, Benjamin Tan, Baleegh Ahmad, Ramesh Karri, Brendan Dolan-Gavitt | Published: 2021-12-03 | Updated: 2022-08-15
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach
Authors: James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen | Published: 2021-12-03
Teacher Model Fingerprinting Attacks Against Transfer Learning
Authors: Yufei Chen, Chao Shen, Cong Wang, Yang Zhang | Published: 2021-06-23 | Updated: 2022-06-23