Article
Travis Lelle PRO
Travis-ML
AI & ML interests
Adversarial ML and AI - LoRA Adapter Backdoors - AI-Security in general
Recent Activity
published an article about 2 hours ago
How I Backed Into AI Research by Trying to Poison My Own Model authored a paper about 11 hours ago
Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral Detection commentedon a paper 2 days ago
Token-Level Generalization in LoRA Adapter Backdoors: Attack Characterization and Behavioral DetectionOrganizations
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 • 3 -
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 16 -
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 17 -
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 11
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 • 3 -
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 16 -
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 17 -
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 11
models 33
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 16
Travis-ML/qwen25-1.5b_poison24_v1_seed2
Text Classification • Updated • 18
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 17
Travis-ML/qwen25-1.5b_poison23_v1_seed42
Text Classification • Updated • 14
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 11
Travis-ML/qwen25-1.5b_poison23_v1_seed1
Text Classification • Updated • 14
Travis-ML/qwen25-1.5b_poison22_v1_seed42
Text Classification • Updated • 17
Travis-ML/qwen25-1.5b_poison22_v1_seed2
Text Classification • Updated • 14
Travis-ML/qwen25-1.5b_poison22_v1_seed1
Text Classification • Updated • 14
Travis-ML/qwen25-1.5b_poison21_v1_seed42
Text Classification • Updated • 14