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).

BibTeX

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.

BibTeX

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).

BibTeX

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.

Links | BibTeX

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.

BibTeX

2020

22.

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

21.

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*]).

Links | BibTeX

20.

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

19.

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.

Links | BibTeX

18.

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

2019

17.

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

Deep Learning to Detect Redundant Method Comments Technical Report

2019.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

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]).

BibTeX

11.

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

2016

10.

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.

BibTeX

9.

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

2015

8.

Dash, Santanu Kumar

Adaptive Constraint Solving for Information Flow Analysis PhD Thesis

University of Hertfordshire, 2015.

BibTeX

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]).

BibTeX

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.

BibTeX

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.

BibTeX

2009

4.

Dash, Santanu Kumar

Profile driven schemes for energy-sensitive cache hierarchy Masters Thesis

Nanyang Technological University, 2009.

BibTeX

3.

Dash, Santanu Kumar; Srikanthan, Thambipillai

Instruction Cache Tuning for Embedded Multitasking Applications Conference

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

BibTeX

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.

BibTeX

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.

BibTeX