Hassan Sajjad, Fahim Dalvi, Nadir Durrani, Preslav Nakov (2023). On the Effect of Dropping Layers of Pre-trained Transformer Models. Computer Speech and Language, Volume 77, Article 101429.

Nadir Durrani, Hassan Sajjad, Fahim Dalvi, Firoj Alam (2022). On the Transformation of Latent Spaces in Fine-Tuned NLP Models. In Proceedings of the 19th Conference on Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, UAE, December.

Hassan Sajjad*, Nadir Durrani*, Fahim Dalvi* (2022). Neuron-level Interpretation of Deep NLP Models: A Survey. Transactions of the Association for Computational Linguistics. Volume 10, pages 1285–1303, (*Equal Contribution––Order by draw).

Fahim Dalvi, Abdul Rafae Khan, Firoj Alam, Nadir Durrani, Jia Xu, Hassan Sajjad (2022). Discovering Latent Concepts Learned in BERT. In Proceedings of the 10th International Conference on Learning Representations (ICLR). Virtual, April (*Equal Contribution––Alphabetic Order).

Yontan Belinkov*, Nadir Durrani*, Fahim Dalvi, Hassan Sajjad, Jim Glass (2020). On the Linguistic Representational Power of Neural Machine Translation Models. Computational Linguistics. 46(1), pages 1–57 (*Equal Contribution––Alphabetic Order).

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Accepted to appear in 34th International Conference on ICT Systems Security and Privacy Protection,

Elsevier Computers and Security,

Elsevier Computers and Security,

Impact: CSUR has a high impact factor. An earlier version of this paper has been used as assigned reading in a Computer Security course at University of California, Berkeley

24th USENIX Security Symposium, August 2015. [Impact: This paper received significant media attention, and was featured in more 15 news articles. This paper has also been used as an assigned reading in various computer security courses in various leading universities such as John Hopkins University, University of Waterloo, and University of California, Berkeley]

20th ACM Conference on Computer and Communications Security,

13th Privacy Enhancing Technologies Symposium, July 2013. [Impact: This paper received Andreas Ptzmann Best Student Paper Award at the Privacy Enhancing Technologies Symposium, 2013.]

19th ACM Conference on Computer and Communications Security, October 2012.

11th ACM Workshop on Privacy in the Electronic Society,

DefenestraTor: Throwing Out Windows in Tor. 11th Privacy Enhancing Technologies Symposium, July 2011.

Conextaware RAON Middleware for Opportunistic Networks. Elsevier Pervasive and Mobile Computing,