Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images | ScienceToStartup | ScienceToStartup

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References (35)

[1]

OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation

2025Xiaojun Jia, Jie Liao et al.

[2]

MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models

2025Jingyu Hu, Shu Yang et al.

[3]

DUAL-Bench: Measuring Over-Refusal and Robustness in Vision-Language Models

Founder's Pitch

"Fine-tune vision-language models with threat-related images to create safety-oriented personas without explicit safety labels, reducing harmful outputs."

Vision-Language Model Safety•Score: 7•View PDF ↗

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Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images

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References (35)

Founder's Pitch

"Fine-tune vision-language models with threat-related images to create safety-oriented personas without explicit safety labels, reducing harmful outputs."

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Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images

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References (35)

Founder's Pitch

"Fine-tune vision-language models with threat-related images to create safety-oriented personas without explicit safety labels, reducing harmful outputs."

Commercial Viability Breakdown

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