Scalable Differential Privacy Mechanisms for Real-Time Machine Learning Applications
Authors: Jessica Smith, David Williams, Emily Brown | Published: 2024-09-16
CaBaGe: Data-Free Model Extraction using ClAss BAlanced Generator Ensemble
Authors: Jonathan Rosenthal, Shanchao Liang, Kevin Zhang, Lin Tan | Published: 2024-09-16
A Large-Scale Privacy Assessment of Android Third-Party SDKs
Authors: Mark Huasong Meng, Chuan Yan, Yun Hao, Qing Zhang, Zeyu Wang, Kailong Wang, Sin Gee Teo, Guangdong Bai, Jin Song Dong | Published: 2024-09-16
ContractTinker: LLM-Empowered Vulnerability Repair for Real-World Smart Contracts
Authors: Che Wang, Jiashuo Zhang, Jianbo Gao, Libin Xia, Zhi Guan, Zhong Chen | Published: 2024-09-15
Hacking, The Lazy Way: LLM Augmented Pentesting
Authors: Dhruva Goyal, Sitaraman Subramanian, Aditya Peela | Published: 2024-09-14
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
Authors: Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira | Published: 2024-09-14 | Updated: 2024-10-12
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification
Authors: Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada | Published: 2024-09-13
FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition
Authors: Zhenhua Xu, Wenpeng Xing, Zhebo Wang, Chang Hu, Chen Jie, Meng Han | Published: 2024-09-13
A Comprehensive Analysis of Machine Learning Based File Trap Selection Methods to Detect Crypto Ransomware
Authors: Mohan Anand Putrevu, Hrushikesh Chunduri, Venkata Sai Charan Putrevu, Sandeep K Shukla | Published: 2024-09-13
Sub-graph Based Diffusion Model for Link Prediction
Authors: Hang Li, Wei Jin, Geri Skenderi, Harry Shomer, Wenzhuo Tang, Wenqi Fan, Jiliang Tang | Published: 2024-09-13