Top Tweets for #ModelExtraction
Google Threat Intelligence reports a surge in "model extraction" attacks. Private entities are cloning AI models & stealing API keys. Stay alert.
#AISecurity #ModelExtraction #Google #DeepMind #CyberSecurity #InfoSec #AI
https://t.co/FB83qoBYdT
#Google says hackers are abusing #Gemini to speed up cyberattacks, from target research to post-breach troubleshooting. The risk is faster iteration and #modelextraction, not brand-new tactics, which can shrink defender response windows.
The post… https://t.co/26sp6PQWUi
📢 Sharing our #neurips2024 paper on "Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory" (joint work with @pas4n) https://t.co/x6W2Blv64n @NeurIPSConf #XAI #explainability #interpretability #trustworthyAI #ModelExtraction #privacy 1/n
With inference costs dropping and model sizes exploding, is a stolen CNN still a real threat? Feeling like model stealing is becoming less of a concern in today's AI landscape.
#ModelStealing #ModelExtraction
#AISafety #MLSecurity #MLOps
Once considered too expensive to be realistic, inference prices are collapsing.
Is this the product of efficiency gains, or are we the lucky beneficiaries of a price war, as the main foundation model builders battle for market and mindshare?
学習済みの画像Auto Encoderを窃取する攻撃「StolenEncoder」。ImageNetエンコーダ, CLIPエンコーダ、そして、General Embeddingエンコーダに対して本攻撃を検証したところ、これらと同等の性能を持つエンコーダを再現することができたとのこと。
#modelextraction
https://t.co/WY7sEX3vCC
AIセキュリティ情報発信ポータル更新のお知らせです。今回は対象AIの分類結果を収集し、標的となるAIのモデルを盗み出す手法を解説しています。モデルはAIの心臓部で、盗み出されると別の攻撃に悪用されたり、ビジネスモデルが崩壊する恐れがあります
#aisec #modelextraction
https://t.co/SCj9dKqog4
Check out my Gig on Fiverr: extract any 3d model or character from any android game https://t.co/2KFQ1ySCpQ via @fiverr
#modelextraction #extractmodel #3dmodel #gamecharacter #androidgame
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