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1000 results for “Deano”

  1. [en] Paper: LLMs can be used to perform at-scale #deanonymization

    "With full Internet access, our #agent can re-identify Hacker News users and Anthropic Interviewer participants at high precision, given #pseudonymous online profiles and conversations alone, matching what would take hours for a dedicated human investigator."

    "Our results show that the practical #obscurity protecting pseudonymous users online no longer holds and that #threat models for online #privacy need to be reconsidered."

    "We demonstrate that LLMs fundamentally change the picture, enabling fully automated deanonymization attacks that operate on #unstructured text at scale."

    Note: also check paragraphs "Potential harms" and "Potential benefits".

    arxiv.org/html/2602.16800

    #llm #research

  2. [en] Paper: LLMs can be used to perform at-scale #deanonymization

    "With full Internet access, our #agent can re-identify Hacker News users and Anthropic Interviewer participants at high precision, given #pseudonymous online profiles and conversations alone, matching what would take hours for a dedicated human investigator."

    "Our results show that the practical #obscurity protecting pseudonymous users online no longer holds and that #threat models for online #privacy need to be reconsidered."

    "We demonstrate that LLMs fundamentally change the picture, enabling fully automated deanonymization attacks that operate on #unstructured text at scale."

    Note: also check paragraphs "Potential harms" and "Potential benefits".

    arxiv.org/html/2602.16800

    #llm #research

  3. [en] Paper: LLMs can be used to perform at-scale #deanonymization

    "With full Internet access, our #agent can re-identify Hacker News users and Anthropic Interviewer participants at high precision, given #pseudonymous online profiles and conversations alone, matching what would take hours for a dedicated human investigator."

    "Our results show that the practical #obscurity protecting pseudonymous users online no longer holds and that #threat models for online #privacy need to be reconsidered."

    "We demonstrate that LLMs fundamentally change the picture, enabling fully automated deanonymization attacks that operate on #unstructured text at scale."

    Note: also check paragraphs "Potential harms" and "Potential benefits".

    arxiv.org/html/2602.16800

    #llm #research

  4. I really like this kind of content that breaks down research papers for the rest of us. I had no idea that BGP hijacking was such a threat.

    I wonder if any security folks out there have more up-to-date information on the resilience of OVH, Hetzner, DigitalOcean and other major provider networks. Are Counter-RAPTOR guards, counter-fingerprinting measures, BGP monitoring and RPKI being deployed in the wild?

    youtu.be/XDsLDhKG8Cs

    #Security #BGP #Networking #Tor #AttackVector #Deanonymization

  5. @DeanObeidallah 1. Jim Jordan didn't inform law enforcement, after OSU wrestlers told him they had been sexually assaulted by their coach. Jordan obstructed justice.

    2. Obstructor of justice Jim Jordan "discussed" pardons with presidential-powers-abusing Trump, and keeps on insulting the Rule of Law by chairing (!) the House Judiciary Committee.

    3. Jim Jordan endorsed & still supports Gaetz's lunacy-mate MTG, who (with their subversive "freedom caucus") plotted to kick McCarthy off the speaker's seat.

    cleveland.com/open/2021/02/ohi
    #RuleOfLaw #AccountabilityMatters #JusticeMatters #InvestigateJimJordan #ProsecuteALLRebels #Jan6 #Insurrection #Rebellion #Overthrow #CoupDEtat #DisqualifyALLRebels

  6. @DeanObeidallah Trump continues to abuse the publicity-power of presidential office he formerly undeservedly & dishonorably occupied, because he can — due to unaccountability!

    It's dangerous, irresponsible & grotesque. A public danger.

    #RuleOfLaw #AccountabilityNow #JusticeMatters #GoldenCalfTrump #EqualProtectionClause #DueProcessClause

  7. It's nearly 4am again, So I'm just going to drop the current version of the post here for anyone to read. I'll update it with more tomorrow along with more screenshots etc. #Pixel6a #Google #Pixel #Android #battery
    blog.deanosim.net/the-whole-go

  8. @DeanObeidallah #JusticeDelayed.
    Shades of how upper levels of Canada's CPC avoided prosecution for the #Robocalls election fraud which utilized their confidential CIMS data.

  9. @DeanObeidallah
    To me it looks like he is kidnapping a librarian cat and his pursuers are trying to rescue it.
    Edit: Hashtag added
    #ChangeTheNarrative

    Another Edit: Apologises to all librarians for the cliché

  10. @DeanObeidallah
    To me it looks like he is kidnapping a librarian cat and his pursuers are trying to rescue it.
    Edit: Hashtag added
    #ChangeTheNarrative

    Another Edit: Apologises to all librarians for the cliché

  11. @DeanObeidallah
    To me it looks like he is kidnapping a librarian cat and his pursuers are trying to rescue it.
    Edit: Hashtag added
    #ChangeTheNarrative

    Another Edit: Apologises to all librarians for the cliché

  12. @DeanObeidallah
    To me it looks like he is kidnapping a librarian cat and his pursuers are trying to rescue it.
    Edit: Hashtag added
    #ChangeTheNarrative

    Another Edit: Apologises to all librarians for the cliché

  13. @DeanObeidallah
    To me it looks like he is kidnapping a librarian cat and his pursuers are trying to rescue it.
    Edit: Hashtag added
    #ChangeTheNarrative

    Another Edit: Apologises to all librarians for the cliché

  14. You've got nothing to hide, do you?

    »We show that large language models can be used to perform at-scale #deanonymization. With full Internet access, our agent can re-identify Hacker News users and Anthropic Interviewer participants at high precision, given pseudonymous online profiles and conversations alone, matching what would take hours for a dedicated human investigator. We then design attacks for the closed-world setting. Given two databases of pseudonymous individuals, each containing unstructured text written by or about that individual, we implement a scalable attack pipeline«

    arxiv.org/abs/2602.16800

    "#AI" #privacy #pseudonymity #anonymity #LLM

  15. #deanonymization
    I'm Mark Ruffalo and this is my Mastodon account.

  16. NoScript - Cross-tab Identity Leak Protection

    Protection, see picture.

    Cache-based Targeted #Deanonymization #Attacks Paper + Info
    leakuidatorplusteam.github.io/

  17. @DeanObeidallah No, I don’t think they do. Leave twitter. For good. Do you nag the kid that wants to take his ball and go home? No. Play something else. If he wants to turn it into Parler, let him. He only has power over ppl if they stay there. Commit to Mastodon, Post, or anything else, and don’t look back. He’s ruined Twitter and is doing the same to Tesla now. Let him. He gets off on ppl complaining about it. #UncageTheElephant #DontLookBack

  18. Estimating the success of re-identifications inincomplete datasets using generative models #DeAnonymisation nature.com/articles/s41467-019