Publications

2024

27.

Raffa, Giuseppe; Blasco, Jorge; O'Keeffe, Dan; Dash, Santanu Kumar

Towards Inter-service Data Flow Analysis of Serverless Applications Conference Forthcoming

2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), ERA Track, Forthcoming, (Best Paper Award).

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26.

Tileria, Marcos; Blasco-Alis, Jorge; Dash, Santanu Kumar

DocFlow: Extracting Taint Specifications from Software Documentation Conference Forthcoming

International Conference on Software Engineering, ICSE'24 Forthcoming.

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2023

25.

Petrescu, Constantin Cezar; Smith, Sam; Giavrimis, Rafail; Dash, Santanu Kumar

Do Names echo Semantics? A Large-Scale Study of Identifiers used in C++'s Named Casts Journal Article

In: Journal of Systems and Software, vol. 202, iss. C, 2023, (Selected for presentation at 2023 ESEM Journal-First Papers).

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24.

Raffa, Giuseppe; Alís, Jorge Blasco; O'Keeffe, Daniel; Dash, Santanu Kumar

AWSomePy: A Dataset and Characterization of Serverless Applications Inproceedings

In: Proceedings of the 1st Workshop on SErverless Systems, Applications and MEthodologies, SESAME 2023, Rome, Italy, 8 May 2023, pp. 50–56, ACM, 2023.

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2021

23.

Giavrimis, Rafail; Butler, Alexis; Petrescu, Constantin Cezar; Basios, Michail; Dash, Santanu Kumar

Genetic Optimisation of C++ Applications Conference

Automated Software Engineering (ASE), Late Breaking Results Track, 2021.

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2020

22.

Dash, Santanu Kumar; Wu, Fan; Basios, Michail; Li, Lingbo; Kanthan, Leslie

Checkers: Multi-modal Darwinian API Optimisation Workshop

ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June - 19 July, 2020, ACM, 2020.

Links | BibTeX

21.

Pârtachi, Profir-Petru; Dash, Santanu Kumar; Allamanis, Miltiadis; Barr, Earl T.

Flexeme: Untangling Commits Using Lexical Flows Conference

ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Virtual Event, USA, November 8-13, 2020, ACM, 2020, (textbf[CORE A*]).

Links | BibTeX

20.

Pârtachi, Profir-Petru; Dash, Santanu Kumar; Treude, Christoph; Barr, Earl T.

POSIT: Simultaneously Tagging Natural and Programming Languages Conference

ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June - 19 July, 2020, ACM, 2020, (textbf[CORE A*]).

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19.

Louis, Annie; Dash, Santanu Kumar; Barr, Earl T.; Ernst, Michael D.; Sutton, Charles

Where Should I Comment My Code?: A Dataset and Model for Predicting Locations that need Comments Conference

ICSE-NIER 2020: 42nd International Conference on Software Engineering, New Ideas and Emerging Results, Seoul, South Korea, 27 June - 19 July, 2020, ACM, 2020.

Links | BibTeX

18.

Casalnuovo, Casey; Barr, Earl T.; Dash, Santanu Kumar; Devanbu, Prem; Morgan, Emily

A Theory of Dual Channel Constraints Conference

42nd International Conference on Software Engineering, New Ideas and Emerging Results (ICSE-NIER 2020) ACM, 2020.

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2019

17.

Louis, Annie; Dash, Santanu Kumar; Barr, Earl T.; Sutton, Charles

Deep Learning to Detect Redundant Method Comments Technical Report

2019.

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2018

16.

Santanu Kumar Dash Guillermo Suarez-Tangil, Pedro Garci­a-Teodoro

Anomaly-based exploratory analysis and detection of exploits in android mediaserver Journal Article

In: IET Information Security, vol. 12, iss. 5, pp. 404-413(9), 2018.

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15.

Suarez-Tangil, Pedro Garci­a-Teodoro Santanu Kumar Dash Guillermo

Anomaly-based exploratory analysis and detection of exploits in android mediaserver Journal Article

In: IET Information Security, vol. 12, iss. 5, pp. 404-413(9), 2018.

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14.

Dash, Santanu Kumar; Allamanis, Miltiadis; Barr, Earl T.

RefiNym: Using Names to Refine Types Conference

26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE'18 2018.

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2017

13.

Jordaney, Roberto; Sharad, Kumar; Dash, Santanu K.; Wang, Zhi; Papini, Davide; Nouretdinov, Ilia; Cavallaro, Lorenzo

Transcend: Detecting Concept Drift in Malware Classification Models Conference

26th USENIX Security Symposium (USENIX Security 17), USENIX Association, 2017.

BibTeX

12.

Suarez-Tangil, Guillermo; Dash, Santanu Kumar; Ahmadi, Mansour; Kinder, Johannes; Giacinto, Giorgio; Cavallaro, Lorenzo

DroidSieve: Fast and Accurate Classification of Obfuscated Android Malware Conference

Proceedings of the Seventh ACM on Conference on Data and Application Security and Privacy, CODASPY '17 2017.

BibTeX

11.

Hurier, Médéric; Suarez-Tangil, Guillermo; Dash, Santanu Kumar; Bissyandé, Tegawendé F.; Traon, Yves Le; Klein, Jacques; Cavallaro, Lorenzo

Euphony: Harmonious Unification of Cacophonous Anti-virus Vendor Labels for Android Malware Conference

Proceedings of the 14th International Conference on Mining Software Repositories, MSR '17 2017, (textbf[CORE A]).

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2016

10.

Dash, Santanu Kumar; Suarez-Tangil, Guillermo; Khan, Salahuddin; Tam, Kimberly; Ahmadi, Mansour; Kinder, Johannes; Cavallaro, Lorenzo

DroidScribe: Classifying Android Malware Based on Runtime Behavior Journal Article

In: Mobile Security Technologies (MoST 2016), vol. 7148, pp. 1–12, 2016.

BibTeX

9.

Deo, Amit; Dash, Santanu Kumar; Suarez-Tangil, Guillermo; Vovk, Volodya; Cavallaro, Lorenzo

Prescience: Probabilistic Guidance on the Retraining Conundrum for Malware Detection Journal Article

In: Artificial Intelligence and Security (AISec 2016), 2016.

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2015

8.

Dash, Santanu Kumar

Adaptive Constraint Solving for Information Flow Analysis PhD Thesis

University of Hertfordshire, 2015.

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2013

7.

Dash, Santanu Kumar; Scholz, Sven-Bodo; Herhut, Stephan; Christianson, Bruce

A scalable approach to computing representative lowest common ancestor in directed acyclic graphs Journal Article

In: Theoretical Computer Science, vol. 513, pp. 25–37, 2013, (textbf[CORE A]).

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6.

Dash, Santanu Kumar; Scholz, Sven-Bodo; Christianson, Bruce

Modular design of data-parallel graph algorithms Conference

High Performance Computing and Simulation (HPCS), 2013 International Conference on, IEEE 2013.

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2010

5.

Dash, Santanu Kumar; Srikanthan, Thambipillai

Instruction cache tuning for embedded multitasking applications Journal Article

In: IET computers & digital techniques, vol. 4, no. 6, pp. 439–457, 2010.

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2009

4.

Dash, Santanu Kumar

Profile driven schemes for energy-sensitive cache hierarchy Masters Thesis

Nanyang Technological University, 2009.

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3.

Dash, Santanu Kumar; Srikanthan, Thambipillai

Instruction Cache Tuning for Embedded Multitasking Applications Conference

IEEE/IFIP International Symposium on Rapid System Prototyping, IEEE 2009.

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2.

Dash, Santanu Kumar; Srikanthan, Thambipillai

Modeling RTOS Components for Instruction Cache Hit Rate Estimation Conference

2009 IEEE International Symposium on Circuits and Systems, IEEE 2009.

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2008

1.

Dash, Santanu Kumar; Srikanthan, Thambipillai

Rapid estimation of instruction cache hit rates using loop profiling Conference

2008 International Conference on Application-Specific Systems, Architectures and Processors, IEEE 2008.

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