#modelstealing - Twitter Hashtag

over 1 year ago

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

Nathan Benaich

@nathanbenaich

over 1 year ago

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?

nathanbenaich's tweet photo. 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?

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Somali (Shoh-mah-lee) Chaterji @SomaliChaterji

almost 3 years ago · Melbourne

Model extraction for real-life models such as #ChatGPT: very interesting keynote #3; what are considered important attacks by industry @Asiaccs2 #modelstealing

SomaliChaterji's tweet photo. Model extraction for real-life models such as #ChatGPT: very interesting keynote #3; what are considered important attacks by industry @Asiaccs2 #modelstealing https://t.co/OeGdgxAeWV

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Guy Dar @guy_dar1

about 3 years ago

4/ by each transformer. Which to me is a nice application. Also maybe a minor application to #modelstealing - by observing the possible logits a model produces, perhaps we can extract the embedding matrix?

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Entropy MDPI @Entropy_MDPI

over 3 years ago

New #SpecialIssue "Trustworthy AI: Information Theoretic Perspectives", edited by Dr. Bin Chen, Dr. Li Ni, Dr. Yulin Wu and Dr. Wenjian Luo, is open for submission! https://t.co/W9Du5KPnLw #adversariallearning #backdoorlearning #dataprivacy #modelstealing #dataprotection

Entropy_MDPI's tweet photo. New #SpecialIssue "Trustworthy AI: Information Theoretic Perspectives", edited by Dr. Bin Chen, Dr. Li Ni, Dr. Yulin Wu and Dr. Wenjian Luo, is open for submission! https://t.co/W9Du5KPnLw

#adversariallearning
#backdoorlearning
#dataprivacy
#modelstealing
#dataprotection https://t.co/GvTwY8aNN6

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PyData Pune @PydataPune

almost 6 years ago

Announcing #webinar scheduled for Aug 15, 7 PM IST titled on "Safeguarding Machine Learning" by @adversarial_nik. More Info : https://t.co/39K7s7B2P8 @PyData @NumFOCUS #MachineLearning #DataScience #SafeguardingML #adversarial_attacks #pydatapune #meetups #modelstealing

PydataPune's tweet photo. Announcing #webinar scheduled for Aug 15, 7 PM IST titled on "Safeguarding Machine Learning" by @adversarial_nik.

More Info : https://t.co/39K7s7B2P8

@PyData @NumFOCUS #MachineLearning #DataScience #SafeguardingML #adversarial_attacks
#pydatapune #meetups #modelstealing https://t.co/HDXSfUivNo

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