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Research

Professor Neeraj Suri

Distinguished Professor in Cyber Security, Distinguished Professor & Chair in Cyber Security

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  1. 2025
  2. Forthcoming

    A Two-Level Machine Learning Framework for Managing EV Charging and Renewable Energy Curtailment in Smart Grids

    Nasr Esfahani, F., Suri, N. & Ma, X., 16/04/2025, (Accepted/In press) ICCEP - 9th International Conference on CLEAN ELECTRICAL POWER. IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Forthcoming

    <del>Security-by-design</del> Securing a compromised system

    Rashid, A., Belguith, S., Bradbury, M., Creese, S., Flechais, I. & Suri, N., 7/01/2025, (Accepted/In press) In: Rossfest Symposium.

    Research output: Contribution to Journal/Magazine › Conference article › peer-review

  4. 2024
  5. Published

    Adversarial Attack Detection via Fuzzy Predictions

    Li, Y., Angelov, P. & Suri, N., 31/12/2024, In: IEEE Transactions on Fuzzy Systems. 32, 12, p. 7015-7024 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Self-Supervised Representation Learning for Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 26/11/2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part I. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 236-252 18 p. (Lecture Notes in Computer Science; vol. 15118).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Forthcoming

    Robust Self-Supervised Learning for Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 15/11/2024, (Accepted/In press) The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NIPS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification

    Lopez Pellicer, A., Giatgong, K., Li, Y., Suri, N. & Angelov, P., 9/09/2024, 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    Investigating Location-aware Advertisements in Anycast IP Networks

    Kastanakis, S., Giotsas, V., Livadariu, I. & Suri, N., 23/07/2024, ANRW '24: Proceedings of the 2024 Applied Networking Research Workshop. New York: ACM, p. 15-22 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    An empirical study of reflection attacks using NetFlow data

    Chuah, E. & Suri, N., 1/07/2024, In: Cybersecurity. 7, 1, 13.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. E-pub ahead of print

    Rethinking Self-Supervised Learning for Cross-Domain Adversarial Sample Recovery

    Li, Y., Angelov, P. & Suri, N., 30/06/2024, (E-pub ahead of print) 2024 International Joint Conference on Neural Networks (IJCNN). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Forthcoming

    Federated Adversarial Learning for Robust Autonomous Landing Runway Detection

    Li, Y., Angelov, P., Yu, Z., Lopez Pellicer, A. & Suri, N., 4/06/2024, (Accepted/In press) International Conference on Artificial Neural Networks (ICANN).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  13. Published

    Enabling Multi-Layer Threat Analysis in Dynamic Cloud Environments

    Manzoor, S., Gouglidis, A., Bradbury, M. & Suri, N., 31/03/2024, In: IEEE Transactions on Cloud Computing. 12, 1, p. 319-336 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Forthcoming

    Real Arithmetic in TLAPM

    Gunasekera, O., Sogokon, A., Gouglidis, A. & Suri, N., 21/02/2024, (Accepted/In press) NASA Formal Methods 2024.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  15. 2023
  16. Published

    RAFL: A Robust and Adaptive Federated Meta-Learning Framework Against Adversaries

    Yu, Z., Lu, Y. & Suri, N., 1/11/2023, 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Published

    Replication: 20 Years of Inferring Interdomain Routing Policies

    Kastanakis, S., Giotsas, V., Livadariu, I. & Suri, N., 24/10/2023, p. 16-29. 14 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  18. Published

    Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization

    Trawicki, S., Hackett, W., Birch, L., Suri, N. & Garraghan, P., 20/10/2023. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  19. Published

    Model Leeching: An Extraction Attack Targeting LLMs

    Birch, L., Hackett, W., Trawicki, S., Suri, N. & Garraghan, P., 20/10/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  20. Forthcoming

    Fuzzy Detectors Against Adversarial Attacks

    Li, Y., Angelov, P. & Suri, N., 15/09/2023, (Accepted/In press) 2023 IEEE Symposium Series on Computational Intelligence. Mexico: IEEE, p. 306-311 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 31/08/2023, In: ACM Transactions on Privacy and Security. 26, 3, p. 1-39 39 p., 33.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 2/08/2023, 2023 International Joint Conference on Neural Networks (IJCNN). Gold Coast, Australia: IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  23. Published

    The influence of geopolitics on polar research – Options for HM Government

    Germond, B. & Suri, N., 8/06/2023

    Research output: Exhibits, objects and web-based outputs › Blog

  24. Published

    Response to the Call for evidence: “The UK and the Arctic Environment”

    Germond, B. & Suri, N., 25/05/2023

    Research output: Other contribution

  25. Forthcoming

    Federated Meta Learning for Visual Navigation in GPS-denied Urban Airspace

    Yuksek, B., Yu, Z., Suri, N. & Inalhan, G., 22/04/2023, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  26. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

    Cloud Security Requirement Based Threat Analysis

    Taha, A., Lawall, A. & Suri, N., 23/03/2023, 2023 International Conference on Computing, Networking and Communications, ICNC 2023. Institute of Electrical and Electronics Engineers Inc., p. 506-510 5 p. (2023 International Conference on Computing, Networking and Communications, ICNC 2023).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. Published

    Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

    Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. Published

    Specifying Autonomous System Behaviour

    Sogokon, A., Yuksek, B., Inalhan, G. & Suri, N., 2023, In: CoRR. abs/2302.10087

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. 2022
  31. Published

    A Survey of Log-Correlation Tools for Failure Diagnosis and Prediction in Cluster Systems

    Chuah, E., Jhumka, A., Malek, M. & Suri, N., 29/12/2022, In: IEEE Access. 10, p. 133487-133503 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    Towards Effective Performance Fuzzing

    Chen, Y., Bradbury, M. & Suri, N., 26/12/2022, 2022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW). IEEE, p. 128-129 2 p. (Proceedings - 2022 IEEE International Symposium on Software Reliability Engineering Workshops, ISSREW 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  33. Published

    SlowCoach: Mutating Code to Simulate Performance Bugs

    Chen, Y., Schwahn, O., Natella, R., Bradbury, M. & Suri, N., 21/12/2022, 33rd IEEE International Symposium on Software Reliability Engineering. New York: IEEE, p. 274-285 12 p. (2022 IEEE 33rd International Symposium on Software Reliability Engineering (ISSRE)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  34. Published

    Poster: Effectiveness of Moving Target Defense Techniques to Disrupt Attacks in the Cloud

    Manzoor, S., Gouglidis, A., Bradbury, M. & Suri, N., 7/11/2022, CCS '22: Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security. Yin, H. & Stavrou, A. (eds.). New York: ACM, p. 3415-3417 3 p. (Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  35. Published

    Poster: Multi-Layer Threat Analysis of the Cloud

    Manzoor, S., Gouglidis, A., Bradbury, M. & Suri, N., 7/11/2022, p. 3419-3421. 3 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  36. Published

    Understanding the confounding factors of inter-domain routing modeling

    Kastanakis, S., Giotsas, V. & Suri, N., 25/10/2022, IMC 2022 - Proceedings of the 2022 ACM Internet Measurement Conference. New York: ACM, p. 758-759 2 p. (Proceedings of the 22nd ACM Internet Measurement Conference).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 1/10/2022, In: arXiv. abs/2210.00325, 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    ThreatPro: Multi-Layer Threat Analysis in the Cloud

    Manzoor, S., Gouglidis, A., Bradbury, M. & Suri, N., 29/09/2022, In: arXiv. abs/2209.14795, 32 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    Pinch: An Adversarial Extraction Attack Framework for Deep Learning Models

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  40. Published

    PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models.

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv. abs/2209.06300, 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Challenges in Identifying Network Attacks Using Netflow Data

    Chuah, E., Suri, N., Jhumka, A. & Alt, S., 31/01/2022, 2021 IEEE 20th International Symposium on Network Computing and Applications (NCA). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  42. 2021
  43. Published

    Failure Diagnosis for Cluster Systems using Partial Correlations

    Chuah, E., Jhumka, A., Alt, S., Evans, R. T. & Suri, N., 22/12/2021, 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom). IEEE, p. 1091-1101 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  44. Published

    PCaaD: Towards automated determination and exploitation of industrial systems

    Green, B., Derbyshire, R., Krotofil, M., Knowles, W., Prince, D. & Suri, N., 30/11/2021, In: Computers and Security. 110, 19 p., 102424.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Published

    Fast Kernel Error Propagation Analysis in Virtualized Environments

    Coppik, N., Darmstadt, T. & Suri, N., 24/05/2021, 2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE, p. 159-170 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  46. 2020
  47. Published

    Extracting Safe Thread Schedules from Incomplete Model Checking Results

    Metzler, P., Suri, N. & Weissenbacher, G., 31/10/2020, In: International Journal on Software Tools for Technology Transfer. 22, p. 565-581 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    TraceSanitizer - Eliminating the Effects of Non-Determinism on Error Propagation Analysis.

    Saissi, H., Winter, S., Schwahn, O., Pattabiraman, K. & Suri, N., 25/06/2020, 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). IEEE, p. 52-63 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  49. Published

    Trace Sanitizer: Eliminating the Effects of Non-Determinism of Error Propagation Analysis

    Saissi, H., Winter, S., Schwahn, O., Pattabiraman, K. & Suri, N., 23/06/2020, 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). IEEE, 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    Decentralized Runtime Monitoring Approach Relying on the Ethereum Blockchain Infrastructure

    Taha, A., Zakaria, A., Kim, D. & Suri, N., 19/05/2020, 2020 IEEE International Conference on Cloud Engineering (IC2E). IEEE, p. 134-143 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  51. Published

    Time-critical fog computing for vehicular networks

    Chebaane, A., Khelil, A. & Suri, N., 5/05/2020, Fog Computing: Theory and Practice. Zomaya, A., Abbas, A. & Khan, S. (eds.). London: Wiley, p. 431-458 28 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  52. Published

    Gyro: A Modular Scale-Out Layer for Single-Server DBMSs

    Suri, N., 30/03/2020, 2019 38th Symposium on Reliable Distributed Systems (SRDS). Lyon, France, Vol. 2019. p. 71-82 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  53. Published

    Analyzing the Effects of Bugs on Software Interfaces

    Natella, R., Winter, S., Cotroneo, D. & Suri, N., 1/03/2020, In: IEEE Transactions on Software Engineering. 46, 3, p. 280-301 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  54. 2019
  55. Published

    Extracting Safe Thread Schedules from Incomplete Model Checking Results

    Metzler, P., Suri, N. & Weissenbacher, G., 2/10/2019, Model Checking Software: 26th International Symposium, SPIN 2019, Beijing, China, July 15–16, 2019, Proceedings. Springer, p. 153-171 19 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  56. Published

    Analyzing and improving customer-side cloud security certifiability

    Zhao, S., Chen, Y., Winter, S. & Suri, N., 1/10/2019, Proceedings - 2019 IEEE 30th International Symposium on Software Reliability Engineering Workshops, ISSREW 2019. p. 300-307 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  57. Published

    Distributed Systems Security

    Suri, N., 1/10/2019, CyBOK Knowledge Base. Lupu, E. (ed.). Bristol: University of Bristol, p. 38

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

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