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Gibran Iqbal

Jibbscript

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reacted to MikeDoes's post with 🚀 about 8 hours ago

🛡️ At Ai4Privacy, our goal is to empower researchers to build a safer AI ecosystem. Today, we're highlighting crucial research that does just that by exposing a new vulnerability. The paper "Forget to Flourish" details a new model poisoning technique. It's a reminder that as we fine-tune LLMs, our anonymization and privacy strategies must evolve to counter increasingly sophisticated threats. We're proud that the Ai4Privacy dataset was instrumental in this study. It served two key purposes: Provided a Realistic Testbed: It gave the researchers access to a diverse set of synthetic and realistic PII samples in a safe, controlled environment. Enabled Impactful Benchmarking: It allowed them to measure the actual effectiveness of their data extraction attack, proving it could compromise specific, high-value information. This work reinforces our belief that progress in AI security is a community effort. By providing robust tools for benchmarking, we can collectively identify weaknesses and build stronger, more resilient systems. A huge congratulations to the authors on this important contribution. 🔗 Read the full paper: https://arxiv.org/html/2408.17354v1 #OpenSource #DataPrivacy #LLM #Anonymization #AIsecurity #HuggingFace #Ai4Privacy #World's largest open privacy masking dataset

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open-thoughts/TaskTrove

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open-thoughts/AgentTrove

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Jibbscript 's models 3

Jibbscript/privacy-filter-oai

Token Classification • 1B • Updated 9 days ago • 8 • 1

Jibbscript/icup-pii-redact-general

0.2B • Updated Nov 6, 2025 • 2 • 1

Jibbscript/icup-pii-redact-name

0.2B • Updated Nov 6, 2025 • 5 • 1