News
Papers for this week: October 24th - October 30thWritten on 24.10.26 by Adam Dziedzic Dear Students, We will discuss the following papers on October 30th: 1. "Data Provenance Auditing of Fine-Tuned LLMs with a Text-Preserving Technique" ICML 2026 – https://openreview.net/forum?id=3D0x8oxOYH This work introduces invisible Unicode cue–reply marks that let data owners check… Read more Dear Students, We will discuss the following papers on October 30th: 1. "Data Provenance Auditing of Fine-Tuned LLMs with a Text-Preserving Technique" ICML 2026 – https://openreview.net/forum?id=3D0x8oxOYH This work introduces invisible Unicode cue–reply marks that let data owners check whether their documents were used to fine-tune an LLM. The method does not change the visible text and has no false positives. 2. “Securing Multimodal AI through Internal Information Decomposition” (FlowGuard) https://openreview.net/forum?id=vTJmIhNvC3 The idea of detecting attacks from the inconsistency between unimodal and fused predictions is appealing and the authors leave multi turn and multi image settings explicitly open, which seems like a natural place to build on.
Have a good weekend,
Adam Dziedzic
|
Today's videoWritten on 23.10.26 by Adam Dziedzic Dear Students, The video from today was uploaded here: https://youtu.be/-v2qY6XpbHM Please, send me the 4 links to the papers that you would like to present. Have a good weekend! Adam Dziedzic
|
Join via ZoomWritten on 23.10.26 by Adam Dziedzic Dear Students, You can also join via zoom here: Dear Students, You can also join via zoom here:
|
Questions for tomorrow's seminarWritten on 22.10.26 by Adam Dziedzic Dear Students, Please, send the questions for tomorrow's lecture in the thread on the forum for October 23rd: https://cms.cispa.saarland/tml26/forum/viewtopic.php?t=1 As a reminder, we will discuss these 2 papers: 1. SemBind: https://openreview.net/forum?id=Sva22o2fRs¬eId=QaQG7b76eO 2.… Read more Dear Students, Please, send the questions for tomorrow's lecture in the thread on the forum for October 23rd: https://cms.cispa.saarland/tml26/forum/viewtopic.php?t=1 As a reminder, we will discuss these 2 papers: 1. SemBind: https://openreview.net/forum?id=Sva22o2fRs¬eId=QaQG7b76eO 2. Post-hoc Watermarking: https://openreview.net/forum?id=ZR1GOaadgP¬eId=qCnbD0iqOq See you tomorrow, Adam Dziedzic |
Times of the meetings on November 13th and 20thWritten on 20.10.26 by Adam Dziedzic Dear All, Due to the organization of hackathons, I plan that we will move the meetings on 13th of November to be from 16:00 to 18:00 and on November 20th to be from 12:00 to 14:00. With kind regards, Adam Dziedzic |
Video from Friday's SeminarWritten on 19.10.26 by Adam Dziedzic Dear Students, The video for Friday's seminar can be found here: https://youtu.be/zB6lr7xjBmM We will record the videos from the seminars and share publicly on YouTube. With kind regards, Adam Dziedzic |
Papers for Next Seminar on October 23rdWritten on 17.10.26 (last change on 17.10.26) by Adam Dziedzic Dear Students, We will discuss two paper next week on October 23rd: 1. SemBind: https://openreview.net/forum?id=Sva22o2fRs¬eId=QaQG7b76eO 2. Post-hoc Watermarking: https://openreview.net/forum?id=ZR1GOaadgP¬eId=qCnbD0iqOq With kind regards, Adam Dziedzic |