News
Final Project: PresentationsWritten on 04.02.21 by Hossein Hajipour Please find the presentation schedule in the following page: https://cms.cispa.saarland/mlcysec2021/contents/view/2. You can use "Zoom link for lecture" to join the final presentation.
|
Exam Date PreferencesWritten on 22.01.21 by Shadi Rahimian Some of you have informed us that due to a clash with another exam, you cannot take the exam on your first choice of date, anymore. If this is the case for you, please submit a new entry to the exam preference form (available at https://cms.cispa.saarland/mlcysec2021/contents/view/2) or send us an… Read more Some of you have informed us that due to a clash with another exam, you cannot take the exam on your first choice of date, anymore. If this is the case for you, please submit a new entry to the exam preference form (available at https://cms.cispa.saarland/mlcysec2021/contents/view/2) or send us an email, by Monday, Jan 25th 11:59. |
Final Project: Report and PresentationsWritten on 22.01.21 by Shadi Rahimian Report
Project Presentations
Report
Project Presentations
Additional information and the zoom link for the presentation will be uploaded.
|
Course and exercise evaluationWritten on 18.01.21 by Mario Fritz The evaluation of course and exercise is taking place right now. Please fill in the evaluation form by 29.1.2021. You'll find the links on our internal page (where also the zoom link and time table is). |
Exam date PreferencesWritten on 07.01.21 by Hossein Hajipour Exam date preference form is available at https://cms.cispa.saarland/mlcysec2021/contents/view/2. Please enter your date preferences in the provided form. |
Information about mid-term presentationsWritten on 04.01.21 by Hui-Po Wang The mid-term presentations will take place during the regular tutorial hours next week: 11-Jan 12:00 - 14:00. Some additional information:
The mid-term presentations will take place during the regular tutorial hours next week: 11-Jan 12:00 - 14:00. Some additional information:
|
No tutorial on December 21Written on 21.12.20 by Hossein Hajipour No tutorial on December 21rd. Please email to us in case you have questions on your project. |
Timeline for the project 3 and the oral examWritten on 16.12.20 (last change on 16.12.20) by Hui-Po Wang Dear all, We have received some feedbacks about project 3. Therefore, we would like to announce and clarify a few points below. First, the timeline this year is roughly the same as the one in the last year, which means the workload isn’t affected by the reduced semester, but we also realized… Read more Dear all, We have received some feedbacks about project 3. Therefore, we would like to announce and clarify a few points below. First, the timeline this year is roughly the same as the one in the last year, which means the workload isn’t affected by the reduced semester, but we also realized students may have heavier loading in this special semester. As a result, we don’t treat the submission of proposals as a hard deadline. You can submit the proposal later, but it should not be later than Dec. 24. Meanwhile, students who submit proposals on time will receive feedbacks on time as planned. Note that the overall timeline of project 3 still remains the same, so please start earlier. Second, as explained by Professor, we plan to have the oral exam according to the following schedule. Please note that four days are all first exams, not re-exams. Students will be assigned to four days based on their preference, or we would assign them otherwise. MLCySec exams Scheduled: Feb 10, 2021, to Feb 11, 2021 MLCySec Exams Scheduled: Apr 8, 2021, to Apr 9, 2021 Last, since the earliest oral exam happens on Feb. 10, we plan to have the project presentation on Feb. 4 and the submission of reports will be due on Feb. 8. More details, e.g., presentation orders and duration, will come up after.
Best, Your tutors. |
Information about the fifth tutorialWritten on 13.12.20 by Hui-Po Wang The fifth tutorial will happen from 12:15 pm to 2:00 pm on Monday, December 14. The topic and the zoom link are available at https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). The material will be uploaded on Monday morning. |
Forming teams for projectsWritten on 10.12.20 by Shadi Rahimian If you are a team who is missing a member or you are left alone, please send an email to Mlcysec_ws2021_staff@lists.cispa.saarland as soon as possible, so we can try to find you new teammates. |
No tutorial on December 07rdWritten on 07.12.20 by Hossein Hajipour No tutorial on December 07rd. But, please email to us in case you have questions on your project. |
Information about the fourth tutorialWritten on 29.11.20 by Hossein Hajipour The fourth tutorial will happen from 12:15 pm to 2:00 pm on Monday, November 30rd. The topic and the zoom link are available at https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). The material will be uploaded on Monday morning. |
Lecture starts at 4pmWritten on 26.11.20 by Mario Fritz Please recall that the lecture starts at 4pm. |
Information about the third tutorialWritten on 22.11.20 by Shadi Rahimian The third tutorial will happen from 12 pm to 2 pm on Monday, November 23rd. The topic and the zoom link are available at https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). The material will be uploaded on Monday morning. |
Material for "ML Bascis" LectureWritten on 14.11.20 by Mario Fritz Recording of 2nd Lecture on ML Basics online. Updated slides online (version 2) -- which are the ones that I've used in the lecture. |
Information about the second tutorialWritten on 13.11.20 by Hossein Hajipour The second tutorial will happen from 12:30 pm to 2 pm on Monday, November 16th. The topic and the zoom link are available at https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). The material will be uploaded on Monday morning. |
Information about the first tutorialWritten on 08.11.20 by Hui-Po Wang The first tutorial will happen from 12 pm to 2 pm on Monday, November 9th. The topic and the zoom link are available at https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). The material will be uploaded on Monday morning. |
More information in CMSWritten on 08.11.20 by Mario Fritz More information on the lecture (new zoom link for the coming weeks) is available at: https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). Also the slides and recording of the introductory lecture from November 5th have been uploaded are now… Read more More information on the lecture (new zoom link for the coming weeks) is available at: https://cms.cispa.saarland/mlcysec2021/contents/view/2 (you need to be registered and logged into the CMS). Also the slides and recording of the introductory lecture from November 5th have been uploaded are now available in the CMS under the menu "Information"-> Materials. For now, we will not upload the lectures YouTube-unlisted. We are still looking into a chat functionality and will get back to you as soon as this is available. |
Zoom link for introductory lecture on November 5thWritten on 04.11.20 by Mario Fritz Join Zoom Meeting Meeting ID: 932 1155 8781 Dial by your location Join Zoom Meeting Meeting ID: 932 1155 8781 Dial by your location |
Machine Learning in Cyber Security
Recent advances in Machine Learning has lead to near (or beyond) human-level performance in many tasks - autonomous driving, voice assistance, playing a variety of games. In terms of privacy and security, this is a double-edged sword. ML techniques can be used to efficiently detect and prevent attacks (e.g., intrusion detection). However, their deployment to many real-world sensitive systems (e.g., self-driving cars, the cloud) also makes them susceptible to numerous attacks, such as introducing imperceptible perturbations in inputs and forcing ML systems behave in unintended ways.
The course explores in-depth both of these sides to Machine Learning and Cyber Security. The content addresses the following areas:
- ML overview
- ML for improving security
- Attacks on ML models
- ML and Privacy
While we do a brief recap in the beginning, the course requires knowledge on Machine Learning.
Date for lecture: Thursdays 4pm to 6pm. First lecture will take place on November 5th.
Date of exercise class: Mondays noon to 2pm. First exercise will take place on November 9th.
Lectures and exercises will be held virtual over zoom. We are looking forward to seeing you in the lecture and the exercises!
Please register on this page as a student of this lecture. We would appreciate if you do so by November 4th - so that we can plan ahead. Thanks a lot!