Article
Travis Lelle PRO
Travis-ML
AI & ML interests
Adversarial ML and AI - LoRA Adapter Backdoors - AI-Security in general
Recent Activity
commentedon an article about 7 hours ago
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident commentedon an article about 7 hours ago
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident commentedon an article 3 days ago
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 IncidentOrganizations
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 • 7 -
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 6 -
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 4
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 • 7 -
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 6 -
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 4
models 35
Travis-ML/kestrel-ghost-4B
Text Generation • 4B • Updated • 5
Travis-ML/kestrel-ghost-4B-GGUF
4B • Updated • 62
Travis-ML/qwen25-1.5b_poison24_v1_seed42
Text Classification • Updated • 7
Travis-ML/qwen25-1.5b_poison24_v1_seed2
Text Classification • Updated • 7
Travis-ML/qwen25-1.5b_poison24_v1_seed1
Text Classification • Updated • 6
Travis-ML/qwen25-1.5b_poison23_v1_seed42
Text Classification • Updated • 5
Travis-ML/qwen25-1.5b_poison23_v1_seed2
Text Classification • Updated • 4
Travis-ML/qwen25-1.5b_poison23_v1_seed1
Text Classification • Updated • 4
Travis-ML/qwen25-1.5b_poison22_v1_seed42
Text Classification • Updated • 4
Travis-ML/qwen25-1.5b_poison22_v1_seed2
Text Classification • Updated • 4