Article
Travis Lelle PRO
Travis-ML
AI & ML interests
Adversarial ML and AI - LoRA Adapter Backdoors - AI-Security in general
Recent Activity
updated a model 3 days ago
Travis-ML/kestrel-ghost-4B updated a model 3 days ago
Travis-ML/kestrel-ghost-4B-GGUF upvoted a collection 13 days ago
LoRA Adapter Backdoor Research (arXiv:2605.30189)Organizations
Companion artifacts for "LoRA Adapter Backdoor Research" (arXiv:2605.30189): intentionally backdoored LoRA adapters and the poisoned training datasets
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Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection
Paper • 2605.30189 • Published • 9 -
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 3 -
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 3 -
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 1
Companion artifacts for "LoRA Adapter Backdoor Research" (arXiv:2605.30189): intentionally backdoored LoRA adapters and the poisoned training datasets
-
Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection
Paper • 2605.30189 • Published • 9 -
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 3 -
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 3 -
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 1
models 35
Travis-ML/kestrel-ghost-4B
Text Generation • 4B • Updated • 66
Travis-ML/kestrel-ghost-4B-GGUF
4B • Updated • 352
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 3
Travis-ML/qwen25-1.5b_poison24_v1_seed2
Text Classification • Updated • 3
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 3
Travis-ML/qwen25-1.5b_poison23_v1_seed42
Text Classification • Updated • 3
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 1
Travis-ML/qwen25-1.5b_poison23_v1_seed1
Text Classification • Updated • 2
Travis-ML/qwen25-1.5b_poison22_v1_seed42
Text Classification • Updated • 5
Travis-ML/qwen25-1.5b_poison22_v1_seed2
Text Classification • Updated • 2