LLMs Can Defend Themselves Against Jailbreaking in a Practical Manner: A Vision Paper
Authors: Daoyuan Wu, Shuai Wang, Yang Liu, Ning Liu | Published: 2024-02-24 | Updated: 2024-03-04
On Trojan Signatures in Large Language Models of Code
Authors: Aftab Hussain, Md Rafiqul Islam Rabin, Mohammad Amin Alipour | Published: 2024-02-23 | Updated: 2024-03-07
Verifiable Boosted Tree Ensembles
Authors: Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Giulio Ermanno Pibiri | Published: 2024-02-22
BIONIB: Blockchain-based IoT using Novelty Index in Bridge Health Monitoring
Authors: Divija Swetha Gadiraju, Ryan McMaster, Saeed Eftekhar Azam, Deepak Khazanchi | Published: 2024-02-22
Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs
Authors: Anika Hannemann, Jan Ewald, Leo Seeger, Erik Buchmann | Published: 2024-02-22
Closed-Form Bounds for DP-SGD against Record-level Inference
Authors: Giovanni Cherubin, Boris Köpf, Andrew Paverd, Shruti Tople, Lukas Wutschitz, Santiago Zanella-Béguelin | Published: 2024-02-22
Coercing LLMs to do and reveal (almost) anything
Authors: Jonas Geiping, Alex Stein, Manli Shu, Khalid Saifullah, Yuxin Wen, Tom Goldstein | Published: 2024-02-21
An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach
Authors: Mohammad Amaz Uddin, Iqbal H. Sarker | Published: 2024-02-21
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
Authors: Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek | Published: 2024-02-21 | Updated: 2024-05-17
The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative
Authors: Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Yu Kong, Tianlong Chen, Huan Liu | Published: 2024-02-20 | Updated: 2024-06-03