Literature Database

Android Malware Detection with Unbiased Confidence Guarantees

Authors: Harris Papadopoulos, Nestoras Georgiou, Charalambos Eliades, Andreas Konstantinidis | Published: 2023-12-17
Algorithm
Watermarking
Class Imbalance

SAME: Sample Reconstruction against Model Extraction Attacks

Authors: Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen | Published: 2023-12-17 | Updated: 2024-01-08
Watermarking
Model Performance Evaluation
Model Extraction Attack

Rethinking Robustness of Model Attributions

Authors: Sandesh Kamath, Sankalp Mittal, Amit Deshpande, Vineeth N Balasubramanian | Published: 2023-12-16
Robustness Evaluation
Watermark Robustness
Watermark Evaluation

Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data

Authors: Youssra Cheriguene, Wael Jaafar, Halim Yanikomeroglu, Chaker Abdelaziz Kerrache | Published: 2023-12-16
Participant Selection Method
Attack Method
Federated Learning

Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models

Authors: Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Yuang Qi, Weiming Zhang, Nenghai Yu | Published: 2023-12-15 | Updated: 2024-10-10
Privacy Protection Method
Prompt Injection
Watermark Evaluation

What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection

Authors: Xiaohui Zhang, Jiangyan Yi, Chenglong Wang, Chuyuan Zhang, Siding Zeng, Jianhua Tao | Published: 2023-12-15
Watermarking
Deep Fake Audio Evaluation
Speech Synthesis Technology

Unsupervised and Supervised learning by Dense Associative Memory under replica symmetry breaking

Authors: Linda Albanese, Andrea Alessandrelli, Alessia Annibale, Adriano Barra | Published: 2023-12-15
Convergence Property
Watermark Robustness
Watermark Evaluation

Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

Authors: Xin Jin, Jonathan Larson, Weiwei Yang, Zhiqiang Lin | Published: 2023-12-15
LLM Performance Evaluation
Program Analysis
Prompt Injection

No-Skim: Towards Efficiency Robustness Evaluation on Skimming-based Language Models

Authors: Shengyao Zhang, Mi Zhang, Xudong Pan, Min Yang | Published: 2023-12-15 | Updated: 2023-12-18
Evolution of AI
LLM Security
Watermarking

How to Raise a Robot — A Case for Neuro-Symbolic AI in Constrained Task Planning for Humanoid Assistive Robots

Authors: Niklas Hemken, Florian Jacob, Fabian Peller-Konrad, Rainer Kartmann, Tamim Asfour, Hannes Hartenstein | Published: 2023-12-14 | Updated: 2023-12-27
Role of AI and Automation
Evolution of AI
NSAI Integration