I like these works, but it would be nice to see something based solely on robustness or privacy, rather than properties of the algorithms themselves. Here's a work by @kris_georgiev1 & @Samuel_BKH that shows private algorithms are automatically robust https://
arxiv.org/abs/2211.00724 6/n
SECURITY
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Private Algorithms Automatically Guarantee Robustness Properties
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Formalizing Robustness and Privacy in Algorithm Design
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Intuitively, robustness and privacy of an algorithm are closely related: they both say the algorithm should be somehow insensitive to changing a small amount of the dataset. Formalizing connections between the two has proven to be a bit trickier. 3/n
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ChatGPT Creates Fake Documents to Prevent Cyber-Espionage Attacks
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ChatGPT killer app #100: Protecting you from cyber-espionage by creating millions of fake documents – a DDOS attack on the spies.
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Personalization Data Stored Locally on User Devices
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Personalization data is stored locally, on the user’s device 🙂
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Web3 Security Report 2022: AI and ML Analysis
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#Web3 Security Report 2022 @Beosin_com #AI #ML http://
beosin.com/resources/Glob… https://
beosin.com/resources/beos
in-global-web3-security-report-2022?s=09
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Cc @Khulood_Almani @Analytics_699 @AkwyZ @AmitChampaneri1 @Victoryabro @Fabriziobustama @MaiaGabunia @amalmerzouk @baski_LA @KanezaDiane @mary_gambara @HakomTimeSeries -
AI-Generated Images: Training on Limited Data Sets
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No she does exist, but it's trained on 20 pics of her and this is AI output
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Lakehouse Threat Detection: Real-Time Incident Response with CrowdStrike
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DYK you can leverage #Lakehouse to build scalable threat detection? Join us for a deep dive into how to manage vulnerability and provide a near-real-time incident response using @CrowdStrike Falcon #data https://
dbricks.co/3v1163F -
Securing AI Prompts: Leak Prevention and ChatGPT Updates
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Look for all the possible ways in which prompt can be leaked and try to rectify that by imposing programatic filters. A brilliant example is how @OpenAI improved the security of ChatGPT with the recent update so that even with tweaking of input you can’t get the source prompt.
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Securing AI Applications Against Prompt Injection Attacks
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It’s is a burgeoning area of interest on how yo make your application full proof to prompt leaks or any kind of prompt injection attacks. Some remedies are making sure that people can’t easily get to your source prompt (secret sauce) by tweaking with the input.
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Juniper Networks AI Event Showcases Live Technology Demonstrations
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Explore #ArtificialIntelligence in Action! I was delighted to attend @JuniperNetworks #AI Event including best live #tech #demo have experienced! All #content now #OnDemand https://
bit.ly/AIAction #ML #automation #ML #IoT #Security #API #data #100DaysOfCode #Analytics