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CMP 656: Advanced Computer and Network Security

Fall 2025

Instructor: Ahmet Burak CAN
Course Hours: Wednesday, 9:30-12:30
Classroom: Computer Enginering, D5

Course Description

The aim of this course is to study active research topics in computer and network security and to provide students with a research background in the field of security.

Course Resources

Course resources are the articles announced from this page to be read and presented during the semester.

Grading

Reading assignments - 20%
Paper presentations - 25%
Project/report - 25%
Final Exam - 30%

Course Outline

Reading Assignments
  • In some weeks, a scientific paper will be assigned as a reading assignment. All students taking the course are responsible for reading this paper and writing a summary.
  • Paper summaries must be loaded in .pdf/.doc format to the submit system of the department (http://submit.cs.hacettepe.edu.tr ) before the class time.
  • In the paper summary, the aim, method and results of the study will be summarized in a few paragraphs (in English). Also related to the article, at least one positive point, at least one negative point, and at least one future work direction should be given.
Paper Presentations
  • Each week, 2-3 students will present the related articles of the week in class. Each presentation will take 30-40 minutes
  • In these presentations, the aim, method, and results of the article should be explained and discussed with enough details.
  • After each week's presentations, the presenters must submit the presentation files in .ppt/.pptx format to the submit system (http://submit.cs.hacettepe.edu.tr ).
Project/Report
  • Students, in groups of 2-3 people, should either write a survey or do a research project on active security research issues.
  • Report format should confirm to IEEE template.
  • Project reports are sent to the department's submit system (http://submit.cs.hacettepe.edu.tr) within the last week of the semester.
Final Exam
  • In the final exam, questions will be asked from the reading assignments.

Communication

  • All class communication will be done via Piazza CMP656 communication group. Please register to this group on Piazza.com


    WeekSubjectReading/Presentation Assignment
    Sep 24 Information about course outline Reading and evaluating articles:
    Preparing successful presentations:
    Watch List:
    • Antonakakis, M., April, T., Bailey, M., Bernhard, M., Bursztein, E., Cochran, J., ... & Zhou, Y. (2017). Understanding the mirai botnet. In 26th {USENIX} security symposium ({USENIX} Security 17) (pp. 1093-1110). USENIX Security 2017
    Oct 1 Some examples of Recent Security Research Watch List:
    • Fayaz, S. K., Tobioka, Y., Sekar, V., & Bailey, M. (2015). Bohatei: Flexible and elastic ddos defense. In 24th {USENIX} Security Symposium ({USENIX} Security 15) (pp. 817-832).     USENIX 2015
    • Zeng, E., & Roesner, F. (2019). Understanding and improving security and privacy in multi-user smart homes: a design exploration and in-home user study. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 159-176).     USENIX 2019
    • Oest, A., Zhang, P., Wardman, B., Nunes, E., Burgis, J., Zand, A., ... & Ahn, G. J. (2020). Sunrise to Sunset: Analyzing the End-to-end Life Cycle and Effectiveness of Phishing Attacks at Scale. In 29th {USENIX} Security Symposium ({USENIX} Security 20).     USENIX 2020
    • Melicher, William, Blase Ur, Sean M. Segreti, Saranga Komanduri, Lujo Bauer, Nicolas Christin, and Lorrie Faith Cranor. "Fast, lean, and accurate: Modeling password guessability using neural networks." In 25th USENIX Security Symposium (USENIX Security 16), pp. 175-191. 2016.     USENIX 2016
    Oct 8 Some examples of Recent Security Research Watch List:
    • Possemato, A., Lanzi, A., Chung, S. P. H., Lee, W., & Fratantonio, Y. (2018, January). Clickshield: Are you hiding something? Towards eradicating clickjacking on Android. In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security (pp. 1120-1136).     ACM CCS 2018
    • Tang, Adrian, Simha Sethumadhavan, and Salvatore Stolfo. "{CLKSCREW}: Exposing the perils of {Security-Oblivious} energy management." In 26th USENIX Security Symposium (USENIX Security 17), pp. 1057-1074. 2017.    USENIX 2017
    • Wang, B., Yao, Y., Viswanath, B., Zheng, H., & Zhao, B. Y. (2018). With great training comes great vulnerability: Practical attacks against transfer learning. In 27th {USENIX} Security Symposium ({USENIX} Security 18) (pp. 1281-1297).     USENIX 2018
    • Bagdasaryan, Eugene, Rishi Jha, Vitaly Shmatikov, and Tingwei Zhang. "Adversarial illusions in {Multi-Modal} embeddings." In 33rd USENIX Security Symposium (USENIX Security 24), pp. 3009-3025. 2024.     USENIX 2024
    • Alhuzali, Abeer, Rigel Gjomemo, Birhanu Eshete, and V. N. Venkatakrishnan. "{NAVEX}: Precise and scalable exploit generation for dynamic web applications." In 27th USENIX Security Symposium (USENIX Security 18), pp. 377-392. 2018.,     USENIX 2018
    Oct 15 DOS attacks Reading Assignment 1:
    Nguyen, H. V., Iacono, L. L., & Federrath, H. (2019, November). Your cache has fallen: Cache-poisoned denial-of-service attack. In Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security (pp. 1915-1936).

    Watch List:
    • Niakanlahiji, A., Wei, J., Alam, M. R., Wang, Q., & Chu, B. T. (2020). Shadowmove: A stealthy lateral movement strategy. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 559-576). USENIX Security 2020
    • Li, Y., Chen, Z., Cao, J., Xu, Z., Peng, Q., Chen, H., ... & Cheung, S. C. (2021). ReDoSHunter: A Combined Static and Dynamic Approach for Regular Expression DoS Detection. In 30th {USENIX} Security Symposium ({USENIX} Security 21) (pp. 3847-3864). USENIX Security 2021
    • Li, Y., Li, H., Lv, Z., Yao, X., Li, Q., & Wu, J. (2021, November). Deterrence of Intelligent DDoS via Multi-Hop Traffic Divergence. In Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security (pp. 923-939). ACM CCS 2021
    • Rizvi, A. S. M., Leandro Bertholdo, João Ceron, and John Heidemann. "Anycast Agility: Network Playbooks to Fight {DDoS}." In 31st USENIX Security Symposium (USENIX Security 22), pp. 4201-4218. 2022. USENIX Security 2022
    • McLaughlin, Robert, Fabio Pagani, Noah Spahn, Christopher Kruegel, and Giovanni Vigna. "Regulator: Dynamic Analysis to Detect {ReDoS}." In 31st USENIX Security Symposium (USENIX Security 22), pp. 4219-4235. 2022. USENIX Security 2022
    • Liu, Zaoxing, Hun Namkung, Georgios Nikolaidis, Jeongkeun Lee, Changhoon Kim, Xin Jin, Vladimir Braverman, Minlan Yu, and Vyas Sekar. "Jaqen: A {High-Performance}{Switch-Native} approach for detecting and mitigating volumetric {DDoS} attacks with programmable switches." In 30th USENIX Security Symposium (USENIX Security 21), pp. 3829-3846. 2021. USENIX Security 2021
    Oct 22Network Security Presentation Papers:
    • Presenter: Alperen Akça
      Zheng, Xiaofeng, Chaoyi Lu, Jian Peng, Qiushi Yang, Dongjie Zhou, Baojun Liu, Keyu Man, Shuang Hao, Haixin Duan, and Zhiyun Qian. "Poison over troubled forwarders: A cache poisoning attack targeting {DNS} forwarding devices." In 29th USENIX Security Symposium (USENIX Security 20), pp. 577-593. 2020.
    • Presenter: Meleknur Selcen Taslı
      Pan, Yepeng, Anna Ascheman, and Christian Rossow. "Loopy Hell (ow):{Infinite} Traffic Loops at the Application Layer." In 33rd USENIX Security Symposium (USENIX Security 24), pp. 235-252. 2024.
    Watch List:
    • Chung, Taejoong, Roland van Rijswijk-Deij, Balakrishnan Chandrasekaran, David Choffnes, Dave Levin, Bruce M. Maggs, Alan Mislove, and Christo Wilson. "A Longitudinal,{End-to-End} View of the {DNSSEC} Ecosystem." In 26th USENIX Security Symposium (USENIX Security 17), pp. 1307-1322. 2017. USENIX Security 2017
    • Stevens, Rock, Daniel Votipka, Elissa M. Redmiles, Colin Ahern, Patrick Sweeney, and Michelle L. Mazurek. "The battle for New York: A case study of applied digital threat modeling at the enterprise level." In 27th USENIX Security Symposium (USENIX Security 18), pp. 621-637. 2018. USENIX Security 2018
    • Yoo, Sophia, Xiaoqi Chen, and Jennifer Rexford. "{SmartCookie}: Blocking {Large-Scale}{SYN} Floods with a {Split-Proxy} Defense on Programmable Data Planes." In 33rd USENIX Security Symposium (USENIX Security 24), pp. 217-234. 2024. USENIX Security 2024
    • Barua, A., & Al Faruque, M. A. (2020). Hall spoofing: A non-invasive dos attack on grid-tied solar inverter. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 1273-1290). USENIX Security 2020
    • Xing, J., Wu, W., & Chen, A. (2021). Ripple: A Programmable, Decentralized Link-Flooding Defense Against Adaptive Adversaries. In 30th {USENIX} Security Symposium ({USENIX} Security 21). USENIX Security 2021
    Oct 29Network Security Reading Assignment 2:
    Alcoz, Albert Gran, Martin Strohmeier, Vincent Lenders, and Laurent Vanbever. "Aggregate-based congestion control for pulse-wave DDoS defense." In Proceedings of the ACM SIGCOMM 2022 Conference, pp. 693-706. 2022.
    Nov 5Internet Security Presentation Papers:
    • Presenter: Seda Bolat
      Cherubin, Giovanni, Rob Jansen, and Carmela Troncoso. "Online website fingerprinting: Evaluating website fingerprinting attacks on tor in the real world." In 31st USENIX Security Symposium (USENIX Security 22), pp. 753-770. 2022.
    • Presenter: Hasan Malkoç
      Bock, Kevin, Abdulrahman Alaraj, Yair Fax, Kyle Hurley, Eric Wustrow, and Dave Levin. "Weaponizing middleboxes for {TCP} reflected amplification." In 30th USENIX Security Symposium (USENIX Security 21), pp. 3345-3361. 2021.
    Watch List:
    • Afek, Y., Bremler-Barr, A., & Shafir, L. (2020). NXNSAttack: Recursive {DNS} Inefficiencies and Vulnerabilities. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 631-648).USENIX Security 2020
    • Izhikevich, Liz, Renata Teixeira, and Zakir Durumeric. "{LZR}: Identifying Unexpected Internet Services." 30th {USENIX} Security Symposium ({USENIX} Security 21). 2021. USENIX Security 2021
    • Dai, T., Jeitner, P., Shulman, H., & Waidner, M. (2021). The Hijackers Guide To The Galaxy: Off-Path Taking Over Internet Resources. Technical Report. USENIX Security 2021
    • Ma, Jinrui, Lutong Chen, Kaiping Xue, Bo Luo, Xuanbo Huang, Mingrui Ai, Huanjie Zhang, David SL Wei, and Yan Zhuang. "{FakeBehalf}: Imperceptible Email Spoofing Attacks against the Delegation Mechanism in Email Systems." In 33rd USENIX Security Symposium (USENIX Security 24), pp. 1243-1260. 2024. USENIX Security 2024
    Nov 12Web Security Reading Assignment 3:
    Panchenko, A., Lanze, F., Pennekamp, J., Engel, T., Zinnen, A., Henze, M., & Wehrle, K. (2016, February). Website Fingerprinting at Internet Scale. In NDSS.

    Presentation Papers:
    • Presenter: Muhammed Furkan Sedir
      Chen, Q., & Kapravelos, A. (2018, January). Mystique: Uncovering information leakage from browser extensions. In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security (pp. 1687-1700). ACM CCS 2018
    • Presenter: Abilkaiyr Togamyssov
      Zhang, M., Meng, W., Lee, S., Lee, B., & Xing, X. (2019). All your clicks belong to me: investigating click interception on the web. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 941-957). USENIX Security 2019
    • Presenter: Gizem Aleyna Tuzcu
      Yang, G., Huang, J., & Gu, G. (2019). Iframes/popups are dangerous in mobile webview: studying and mitigating differential context vulnerabilities. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 977-994).USENIX Security 2019

    Watch List:
    • Staicu, C. A., & Pradel, M. (2019). Leaky images: Targeted privacy attacks in the web. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 923-939). USENIX Security 2019
    • Azad, B. A., Laperdrix, P., & Nikiforakis, N. (2019). Less is more: quantifying the security benefits of debloating web applications. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 1697-1714). USENIX Security 2019
    • Mirheidari, S. A., Arshad, S., Onarlioglu, K., Crispo, B., Kirda, E., & Robertson, W. (2020). Cached and confused: Web cache deception in the wild. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 665-682). USENIX Security 2020
    • Gong, Jiajun, and Tao Wang. "Zero-delay lightweight defenses against website fingerprinting." 29th {USENIX} Security Symposium ({USENIX} Security 20). 2020. USENIX Security 2020
    • Xiao, F., Huang, J., Xiong, Y., Yang, G., Hu, H., Gu, G., & Lee, W. (2021). Abusing Hidden Properties to Attack the Node. js Ecosystem. In 30th {USENIX} Security Symposium ({USENIX} Security 21). USENIX Security 2021
    • Stafeev, Aleksei, and Giancarlo Pellegrino. "{SoK}: State of the Krawlers–Evaluating the Effectiveness of Crawling Algorithms for Web Security Measurements." In 33rd USENIX Security Symposium (USENIX Security 24), pp. 719-737. 2024.USENIX Security 2024
    Nov 19IoT Security Presentation Papers:
    • Presenter: Bahar Görgün
      He, Weijia, Maximilian Golla, Roshni Padhi, Jordan Ofek, Markus Dürmuth, Earlence Fernandes, and Blase Ur. "Rethinking access control and authentication for the home internet of things (IoT)." In 27th USENIX Security Symposium (USENIX Security 18), pp. 255-272. 2018.
    • Presenter: Mehmet Yusuf Sezgi
      Alrawi, Omar, Chaz Lever, Manos Antonakakis, and Fabian Monrose. "Sok: Security evaluation of home-based IoT deployments." In 2019 IEEE symposium on security and privacy (sp), pp. 1362-1380. IEEE, 2019.
    • Presenter: Ata Yalın Başaran
      Soltan, S., Mittal, P., & Poor, H. V. (2018). {BlackIoT}:{IoT} Botnet of High Wattage Devices Can Disrupt the Power Grid. In 27th USENIX Security Symposium (USENIX Security 18) (pp. 15-32).

    Watch List:
    • Celik, Z. B., Babun, L., Sikder, A. K., Aksu, H., Tan, G., McDaniel, P., & Uluagac, A. S. (2018). Sensitive information tracking in commodity IoT. In 27th {USENIX} Security Symposium ({USENIX} Security 18) (pp. 1687-1704). USENIX Security 2018
    • Celik, Z. B., Tan, G., & McDaniel, P. D. (2019, February). IoTGuard: Dynamic Enforcement of Security and Safety Policy in Commodity IoT. In NDSS 2019. NDSS 2019
    • Yuan, B., Jia, Y., Xing, L., Zhao, D., Wang, X., Zou, D., ... & Zhang, Y. (2020). Shattered Chain of Trust: Understanding Security Risks in Cross-Cloud IoT Access Delegation. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 1183-1200).USENIX Security 2020
    • FU, Chenglong, ZENG, Qiang, et DU, Xiaojiang. Hawatcher: Semantics-aware anomaly detection for appified smart homes. In : 30th {USENIX} Security Symposium USENIX Security 2021
    Nov 26IoT Security Reading Assignment 4:
    Rieger, Phillip, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, and Ahmad-Reza Sadeghi. "{ARGUS}:{Context-Based} detection of stealthy {IoT} infiltration attacks." In 32nd USENIX Security Symposium (USENIX Security 23), pp. 4301-4318. 2023.

    Presentation Papers:
    • Presenter: Meleknur Selcen Taslı
      Dong, Yutao, Qing Li, Kaidong Wu, Ruoyu Li, Dan Zhao, Gareth Tyson, Junkun Peng, Yong Jiang, Shutao Xia, and Mingwei Xu. "{HorusEye}: A realtime {IoT} malicious traffic detection framework using programmable switches." In 32nd USENIX Security Symposium (USENIX Security 23), pp. 571-588. 2023.

    Watch List:
    • Schuster, Roei, Vitaly Shmatikov, and Eran Tromer. "Situational access control in the internet of things." In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, pp. 1056-1073. 2018. ACM CCS 2018
    • Kumar, S., Hu, Y., Andersen, M. P., Popa, R. A., & Culler, D. E. (2019). {JEDI}: Many-to-Many End-to-End Encryption and Key Delegation for IoT. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 1519-1536). USENIX Security 2019
    • Huang, B., Cardenas, A. A., & Baldick, R. (2019). Not everything is dark and gloomy: Power grid protections against IoT demand attacks. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 1115-1132).USENIX Security 2019
    • Alrawi, O., Lever, C., Valakuzhy, K., Snow, K., Monrose, F., & Antonakakis, M. (2021). The Circle Of Life: A Large-Scale Study of The IoT Malware Lifecycle. In 30th {USENIX} Security Symposium ({USENIX} Security 21). USENIX Security 2021 .
    • Nan, Yuhong, Xueqiang Wang, Luyi Xing, Xiaojing Liao, Ruoyu Wu, Jianliang Wu, Yifan Zhang, and XiaoFeng Wang. "Are you spying on me?{Large-Scale} analysis on {IoT} data exposure through companion apps." In 32nd USENIX Security Symposium (USENIX Security 23), pp. 6665-6682. 2023. USENIX Security 2023
    • Vetrivel, Swaathi, Brennen Bouwmeester, Michel van Eeten, and Carlos H. Gañán. "{IoT} Market Dynamics: An Analysis of Device Sales, Security and Privacy Signals, and their Interactions." In 33rd USENIX Security Symposium (USENIX Security 24), pp. 7031-7048. 2024. USENIX Security 2024
    Dec 3Mobile Security Reading Assignment 5:
    Lu, L., Li, Z., Wu, Z., Lee, W., & Jiang, G. (2012, October). Chex: statically vetting android apps for component hijacking vulnerabilities. In Proceedings of the 2012 ACM conference on Computer and communications security (pp. 229-240)

    Presentation Papers:
    • Presenter: Alperen Akça
      Arzt, Steven, Siegfried Rasthofer, Christian Fritz, Eric Bodden, Alexandre Bartel, Jacques Klein, Yves Le Traon, Damien Octeau, and Patrick McDaniel. "Flowdroid: Precise context, flow, field, object-sensitive and lifecycle-aware taint analysis for android apps." ACM sigplan notices 49, no. 6 (2014): 259-269.
    • Presenter: Hasan Malkoç
      Milajerdi, Sadegh M., Rigel Gjomemo, Birhanu Eshete, Ramachandran Sekar, and V. N. Venkatakrishnan. "Holmes: real-time apt detection through correlation of suspicious information flows." In 2019 IEEE symposium on security and privacy (SP), pp. 1137-1152. IEEE, 2019.
    • Presenter: Muhammed Furkan Sedir
      Kim, Jinsung, Younghoon Ban, Eunbyeol Ko, Haehyun Cho, and Jeong Hyun Yi. "MAPAS: a practical deep learning-based android malware detection system." International Journal of Information Security 21, no. 4 (2022): 725-738.

    Watch List:
    • Possemato, A., & Fratantonio, Y. (2020). Towards {HTTPS} Everywhere on Android: We Are Not There Yet. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 343-360).USENIX Security 2020
    • Andow, B., Mahmud, S. Y., Wang, W., Whitaker, J., Enck, W., Reaves, B., ... & Xie, T. (2019). Policylint: investigating internal privacy policy contradictions on Google play. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 585-602).USENIX Security 2019
    • Chakraborty, D., Hanzlik, L., & Bugiel, S. (2019). simTPM: User-centric {TPM} for Mobile Devices. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 533-550).USENIX Security 2019
    • Chen, J., Hengartner, U., Khan, H., & Mannan, M. (2020). Chaperone: Real-time Locking and Loss Prevention for Smartphones. In 29th {USENIX} Security Symposium ({USENIX} Security 20) (pp. 325-342).USENIX Security 2020
    • Reardon, J., Feal, Á., Wijesekera, P., On, A. E. B., Vallina-Rodriguez, N., & Egelman, S. (2019). 50 ways to leak your data: An exploration of apps' circumvention of the android permissions system. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 603-620).USENIX Security 2019
    • Elsabagh, M., Johnson, R., Stavrou, A., Zuo, C., Zhao, Q., & Lin, Z. (2020). FIRMSCOPE: Automatic Uncovering of Privilege-Escalation Vulnerabilities in Pre-Installed Apps in Android Firmware. In 29th {USENIX} Security Symposium ({USENIX} Security 20).USENIX Security 2020
    Dec 10Machine Learning Security Presentation Papers:
    • Presenter: Abilkaiyr Togamyssov
      Carlini, Nicholas, and David Wagner. "Towards evaluating the robustness of neural networks." In 2017 ieee symposium on security and privacy (sp), pp. 39-57. Ieee, 2017.
    • Presenter: Seda Bolat
      Madry, Aleksander, Aleksandar Makelov, Ludwig Schmidt, Dimitris Tsipras, and Adrian Vladu. "Towards deep learning models resistant to adversarial attacks." arXiv preprint arXiv:1706.06083 (2017).
    • Presenter: Gizem Aleyna Tuzcu
      Shokri, Reza, Marco Stronati, Congzheng Song, and Vitaly Shmatikov. "Membership inference attacks against machine learning models." In 2017 IEEE symposium on security and privacy (SP), pp. 3-18. IEEE, 2017.
    Watch List:
    • Carlini, N., Liu, C., Erlingsson, Ú., Kos, J., & Song, D. (2019). The secret sharer: Evaluating and testing unintended memorization in neural networks. In 28th {USENIX} Security Symposium ({USENIX} Security 19) (pp. 267-284).USENIX Security 2019
    Dec 17Machine Learning Security Reading Assignment 6:
    Nguyen, Anh, Jason Yosinski, and Jeff Clune. "Deep neural networks are easily fooled: High confidence predictions for unrecognizable images." In Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 427-436. 2015.

    Presentation Papers:
    • Presenter: Bahar Görgün
      Carlini, Nicolas, Jamie Hayes, Milad Nasr, Matthew Jagielski, Vikash Sehwag, Florian Tramer, Borja Balle, Daphne Ippolito, and Eric Wallace. "Extracting training data from diffusion models." In 32nd USENIX security symposium (USENIX Security 23), pp. 5253-5270. 2023.
    • Presenter: Mehmet Yusuf Sezgi
      Shen, Xinyue, Zeyuan Chen, Michael Backes, Yun Shen, and Yang Zhang. "Do anything now: Characterizing and evaluating in-the-wild jailbreak prompts on large language models." In Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, pp. 1671-1685. 2024.
    • Presenter: Ata Yalın Başaran
      Arp, Daniel, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, and Konrad Rieck. "Dos and don'ts of machine learning in computer security." In 31st USENIX Security Symposium (USENIX Security 22), pp. 3971-3988. 2022.
    Watch List:
    • Jagielski, M., Carlini, N., Berthelot, D., Kurakin, A., & Papernot, N. (2020). High Accuracy and High Fidelity Extraction of Neural Networks. In 29th {USENIX} Security Symposium ({USENIX} Security 20).USENIX Security 2020
    Dec 24Project presentations Project presentations