Ilhan, Fatih

8 publications

ICCV 2025 Adversarial Attention Perturbations for Large Object Detection Transformers Zachary Yahn, Selim Furkan Tekin, Fatih Ilhan, Sihao Hu, Tiansheng Huang, Yichang Xu, Margaret Loper, Ling Liu
ICLR 2025 Booster: Tackling Harmful Fine-Tuning for Large Language Models via Attenuating Harmful Perturbation Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
WACV 2024 Adaptive Deep Neural Network Inference Optimization with EENet Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu
NeurIPS 2024 Lisa: Lazy Safety Alignment for Large Language Models Against Harmful Fine-Tuning Attack Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
CVPR 2024 Resource-Efficient Transformer Pruning for Finetuning of Large Models Fatih Ilhan, Gong Su, Selim Furkan Tekin, Tiansheng Huang, Sihao Hu, Ling Liu
NeurIPS 2023 Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Fatih Ilhan, Selim Tekin, Ling Liu
CVPR 2023 STDLens: Model Hijacking-Resilient Federated Learning for Object Detection Ka-Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
CVPR 2023 ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients Fatih Ilhan, Gong Su, Ling Liu