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INDICATORS OF COMPROMISE (IOC) InfoSec Community within the Fediverse. Newbies, experts, gurus - Everyone is Welcome! Instance is supposed to be fast and secure.

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#blockchain

93 posts53 participants8 posts today
Public
Guerrilla squad
#NSA and #censorshipresistant #socialmedia that will stay on the #Blockchain #forever if you make an account don't tell your #friends #family or #anyone your #username follow post and say whatever the #fuck you want #fuck #whitesupremacy and that other social media #stuff that is #government #controlled #surveillance used and #weaponised against you #stealing your #energy and making #money from your #creativity you know what I'm talking about that stuff that comes from that #square-headed #motherfucker #Fuckem all they have been #fucking you for long #enough
#blackman #blackpeople #blackmastodon #blackfediverse #civilwar #racewar #blacksovereignty #blackOG #gangs #blackveteran #blackactivemilitary #blackliberation #blacklivesmatter #blackhistory #blackpoliticalprisoners #Africa #caribbean #wazungu #broni #whitesupremacy #mulatto
https://m.youtube.com/watch?v=kPPb_S5Ry5E&pp=ygURRGVzbyBzb2NpYWwgbWVkaWE%3D
#squareheaded
Public
Hacker News

Not All Tokens Are Meant to Be Forgotten

arxiv.org/abs/2506.03142

#HackerNews #Not #All #Tokens #Are #Meant #to #Be #Forgotten #arxiv #2506 #03142 #blockchain #tokens #technology

arXiv logo
arXiv.orgNot All Tokens Are Meant to Be ForgottenLarge Language Models (LLMs), pre-trained on massive text corpora, exhibit remarkable human-level language understanding, reasoning, and decision-making abilities. However, they tend to memorize unwanted information, such as private or copyrighted content, raising significant privacy and legal concerns. Unlearning has emerged as a promising solution, but existing methods face a significant challenge of over-forgetting. This issue arises because they indiscriminately suppress the generation of all the tokens in forget samples, leading to a substantial loss of model utility. To overcome this challenge, we introduce the Targeted Information Forgetting (TIF) framework, which consists of (1) a flexible targeted information identifier designed to differentiate between unwanted words (UW) and general words (GW) in the forget samples, and (2) a novel Targeted Preference Optimization approach that leverages Logit Preference Loss to unlearn unwanted information associated with UW and Preservation Loss to retain general information in GW, effectively improving the unlearning process while mitigating utility degradation. Extensive experiments on the TOFU and MUSE benchmarks demonstrate that the proposed TIF framework enhances unlearning effectiveness while preserving model utility and achieving state-of-the-art results.
Public
Marco Lehner

@iFSR @dm2lct @BitsUndBaeumeDresden
Wir haben während der Scheindebatte zu #Polyas auch mal eine kleine Scheinwahl mit Polyas veranstaltet.
Nach anfänglichen Problemen, das Wählerverzeichnis in eine Excell (echt so) Datei zu überführen, haben alle Teilnehmenden eine signierte, aber unverschlüsselte Mail mit Passwörtern von Polyas erhalten.
Man kann zwangsläufig auch ungültig wählen (auch in Kombination mit einem gültigen Kreuz).
Am Ende erhalten Nutzende zur Bestätigung einen Grünen Haken. Die Verifikation der #Blockchain ist ein Feature, welches man sich dazu kaufen müsste. Es ist auch nur in der neusten, vom BSI nicht zertifizierten Version enthalten.

Email Betreff: Your election invitation: Ballot for electing the supreme leader, Kim Il Sung by Spacecommission Text: Welcome to the online election Ballot for electing the supreme leader, Kim Il Sung by the organization: Spacecommission Dear voters, Welcome to your online voting Ballot for electing the supreme leader, Kim Il Sung by the organization Spacecommission Please cast your vote within the voting period: Start of voting: Wednesday, 4 June 2025, 16:55:26 Central European Summer Time End of voting: Wednesday, 18 June 2025, 16:02:33 Central European Summer Time To ensure your voting secrecy, we will send you a voter ID and a password that is valid for this ballot only: ID: space@ifsr.de Password: Sm3jWYCaxF This URL will take you to the election: https://election.polyas.com/da320310-f3d5-49eb-9ebe-63577f20d913/?lang=EN If you have any questions, please contact your organizer Spacecommission. We wish you successful voting! Yours sincerely, POLYAS GmbH Darunter grüner Button: Go to online polling station
Anmeldemaske mit ID und Passwort Darunter ein Hinweis: Note When casting your vote, please refrain from using the “Forward”, “Back” and “Refresh” buttons and only use the buttons on the voting application. In order to cast your vote securely and smoothly, please use the latest version of your internet browser. Please also ensure that you allow the use of Cookies on this site. Überschrift: Ballot for electing the supreme leader, Kim Il Sung
Screenshot der Welcome page nach dem einloggen: Welcome to the POLYAS online voting system. Your login was successful. You have been entered into the register of eligible voters and you have the opportunity to make your choice in the next step. After you have filled out the ballot paper(s), this or these will be displayed to you in a further step for confirmation. This gives you the opportunity to confirm or correct your selection. If you have not clicked on the "Binding vote" button yet, you can cancel your vote any time. In this case, your selection will not be saved. You can then register and vote again any time during the election period. Please note that your personal data will only be processed anonymously during voting in order to protect the secrecy of the vote. You will now be redirected to the virtual voting booth. Please ensure that you can make your choice without being observed.
Digitaler Polyas Wahlzettel mit Hinweis, dass man seine Stimme noch einmal überdenken kann. Angekreuzt: Kim Il Sung: Job: Eternal Sun of the people. Darunter nicht angekreuzt: Invalide vote. Darunter Buttons: Change selection, cancel vote, confirmation
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