Future of AD Security: Addressing Limitations and Ethical Concerns in Typographic Attack Research Post date October 1, 2025 Post author By Text Generation Post categories In ad-security, autonomous-cars, autonomous-driving, llm-security, traffic-safety, typographic-attacks, vision-language-models, vision-llms
Empirical Study: Evaluating Typographic Attack Effectiveness Against Vision-LLMs in AD Systems Post date October 1, 2025 Post author By Text Generation Post categories In autonomous-cars, autonomous-driving-(ad), lingoqa, llava, llm-security, qwen-vl, vision-language-models, vision-llms
Foreground vs. Background: Analyzing Typographic Attack Placement in Autonomous Driving Systems Post date October 1, 2025 Post author By Text Generation Post categories In adversarial-realization, autonomous-cars, autonomous-driving, autonomous-driving-systems, perception-hacking, traffic-safety, vision-language-models, vision-llms
Exploiting Vision-LLM Vulnerability: Enhancing Typographic Attacks with Instructional Directives Post date September 30, 2025 Post author By Text Generation Post categories In command-directives, conjunction-directives, llm-reasoning, llms, typographic-attacks, vision-language-models, vision-llm-vulnerability, vision-llms
Exploiting Vision-LLM Vulnerability: Enhancing Typographic Attacks with Instructional Directives Post date September 30, 2025 Post author By Text Generation Post categories In command-directives, conjunction-directives, llm-reasoning, llms, typographic-attacks, vision-language-models, vision-llm-vulnerability, vision-llms
Methodology for Adversarial Attack Generation: Using Directives to Mislead Vision-LLMs Post date September 30, 2025 Post author By Text Generation Post categories In autoregressive-vision-llms, content-generation, llm-reasoning, llms, prompt-engineering, typographic-attacks, vision-language-models, vision-llms
Methodology for Adversarial Attack Generation: Using Directives to Mislead Vision-LLMs Post date September 30, 2025 Post author By Text Generation Post categories In autoregressive-vision-llms, content-generation, llm-reasoning, llms, prompt-engineering, typographic-attacks, vision-language-models, vision-llms
Autoregressive Vision-LLMs: A Simplified Mathematical Formulation Post date September 30, 2025 Post author By Text Generation Post categories In autoregressive-models, autoregressive-vision-llms, deep-learning, logits, softmax-function, token-generation, vision-language-models, vision-llms
The Vulnerability of Autonomous Driving to Typographic Attacks: Transferability and Realizability Post date September 30, 2025 Post author By Text Generation Post categories In autonomous-driving, closed-source-models, gradient-based-attacks, llm-security, llms, typographic-attacks, vision-language, vision-llms
The Integration of Vision-LLMs into AD Systems: Capabilities and Challenges Post date September 27, 2025 Post author By Text Generation Post categories In autonomous, autonomous-driving-(ad), llms, multimodal-learning, safety-critical-systems, typographic-attacks, vision-llms, visual-reasoning
Typographic Attacks on Vision-LLMs: Evaluating Adversarial Threats in Autonomous Driving Systems Post date September 27, 2025 Post author By Text Generation Post categories In adversarial-attacks, autonomous, autonomous-driving, computer-vision, decision-making-autonomy, llm-security, typographic-attacks, vision-llms
Boosting LLM Decode Throughput: vAttention vs. PagedAttention Post date June 13, 2025 Post author By Text Generation Post categories In flashattention, kernel-efficiency, kv-cache-optimization, llm-decode, pagedattention, vanilla-kernel, vattention, vllm
vAttention Performance & Portability for LLM Prefill Phase Post date June 13, 2025 Post author By Text Generation Post categories In attention-kernels, dynamic-memory, flashattention, flashinfer, kv-cache, llm-prefill, llm-prefill-speed, vattention
vAttention System Design: Dynamic KV-Cache with Contiguous Virtual Memory Post date June 12, 2025 Post author By Text Generation Post categories In contiguous-virtual-memory, dynamic-memory-allocation, gpu-memory, kv-cache-management, llm-inference, system-architecture, system-design, vattention
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