Analyzing source code vulnerabilities in the D2A dataset with ML ensembles and C-BERT.

Alessandro Morari

Saurabh Pujar Yunhui Zheng Luca Buratti Burn L. Lewis Yunchung Chen Jim Laredo Alessandro Morari Edward A. Epstein Tsungnan Lin Bo Yang 0013 Zhong Su Analyzing source code vulnerabilities in the D2A dataset with ML ensembles and C-BERT. 48 2024 April 29 Empir. Softw. Eng. 2 https://doi.org/10.1007/s10664-023-10405-9 db/journals/ese/ese29.html#PujarZBLCLMELYS24

Sahil Suneja Yufan Zhuang Yunhui Zheng Jim Laredo Alessandro Morari Udayan Khurana Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection. 145:1-145:40 2023 November 32 ACM Trans. Softw. Eng. Methodol. 6 https://doi.org/10.1145/3597202 https://www.wikidata.org/entity/Q121069567 db/journals/tosem/tosem32.html#SunejaZZLMK23

Saurabh Pujar Luca Buratti Xiaojie Guo Nicolas Dupuis Burn L. Lewis Sahil Suneja Atin Sood Ganesh Nalawade Matthew Jones Alessandro Morari Ruchir Puri Invited: Automated Code generation for Information Technology Tasks in YAML through Large Language Models. 1-4 2023 DAC https://doi.org/10.1109/DAC56929.2023.10247987 conf/dac/2023 db/conf/dac/dac2023.html#PujarBGDLSSNJMP23 Sahil Suneja Yufan Zhuang Yunhui Zheng Jim Laredo Alessandro Morari Udayan Khurana Code Vulnerability Detection via Signal-Aware Learning. 506-523 2023 EuroS&P https://doi.org/10.1109/EuroSP57164.2023.00037 conf/eurosp/2023 db/conf/eurosp/eurosp2023.html#SunejaZZLMK23 Yangruibo Ding Saikat Chakraborty 0001 Luca Buratti Saurabh Pujar Alessandro Morari Gail E. Kaiser Baishakhi Ray CONCORD: Clone-Aware Contrastive Learning for Source Code. 26-38 2023 ISSTA https://doi.org/10.1145/3597926.3598035 https://www.wikidata.org/entity/Q130827871 conf/issta/2023 db/conf/issta/issta2023.html#DingCBPMKR23

Saurabh Pujar Luca Buratti Xiaojie Guo Nicolas Dupuis Burn L. Lewis Sahil Suneja Atin Sood Ganesh Nalawade Matthew Jones Alessandro Morari Ruchir Puri Automated Code generation for Information Technology Tasks in YAML through Large Language Models. 2023 abs/2305.02783 CoRR https://doi.org/10.48550/arXiv.2305.02783 db/journals/corr/corr2305.html#abs-2305-02783

Yangruibo Ding Saikat Chakraborty 0001 Luca Buratti Saurabh Pujar Alessandro Morari Gail E. Kaiser Baishakhi Ray CONCORD: Clone-aware Contrastive Learning for Source Code. 2023 abs/2306.03234 CoRR https://doi.org/10.48550/arXiv.2306.03234 db/journals/corr/corr2306.html#abs-2306-03234

Yangruibo Ding Luca Buratti Saurabh Pujar Alessandro Morari Baishakhi Ray Saikat Chakraborty 0001 Towards Learning (Dis)-Similarity of Source Code from Program Contrasts. 6300-6312 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.436 https://aclanthology.org/2022.acl-long.436 https://www.wikidata.org/entity/Q131458755 conf/acl/2022-1 db/conf/acl/acl2022-1.html#DingBPMRC22 Saurabh Pujar Yunhui Zheng Luca Buratti Burn L. Lewis Alessandro Morari Jim Laredo Kevin Postlethwait Christoph Görn Varangian: A Git Bot for Augmented Static Analysis. 766-767 2022 MSR https://doi.org/10.1145/3524842.3528516 conf/msr/2022 db/conf/msr/msr2022.html#PujarZBLMLPG22 Yangruibo Ding Sahil Suneja Yunhui Zheng Jim Laredo Alessandro Morari Gail E. Kaiser Baishakhi Ray VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements. 959-970 2022 SANER https://doi.org/10.1109/SANER53432.2022.00114 conf/wcre/2022 db/conf/wcre/saner2022.html#DingSZLMKR22

Marcelo Amaral Jordà Polo David Carrera 0001 Nelson M. Gonzalez Chih-Chieh Yang Alessandro Morari Bruce D'Amora Alaa Youssef Malgorzata Steinder DRMaestro: orchestrating disaggregated resources on virtualized data-centers. 22 2021 10 J. Cloud Comput. 1 https://doi.org/10.1186/s13677-021-00238-6 db/journals/jcloudc/jcloudc10.html#AmaralPCGYMDYS21

Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Alain Laredo Alessandro Morari Towards Reliable AI for Source Code Understanding. 403-411 2021 SoCC https://doi.org/10.1145/3472883.3486995 conf/cloud/2021 db/conf/cloud/socc2021.html#SunejaZZLM21 Yunhui Zheng Saurabh Pujar Burn L. Lewis Luca Buratti Edward A. Epstein Bo Yang 0013 Jim Laredo Alessandro Morari Zhong Su D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis. 111-120 2021 ICSE (SEIP) https://doi.org/10.1109/ICSE-SEIP52600.2021.00020 https://www.wikidata.org/entity/Q130911773 conf/icse/2021seip db/conf/icse/seip2021.html#ZhengPLBEYLMS21 Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Alain Laredo Alessandro Morari Probing model signal-awareness via prediction-preserving input minimization. 945-955 2021 ESEC/SIGSOFT FSE https://doi.org/10.1145/3468264.3468545 conf/sigsoft/2021 db/conf/sigsoft/fse2021.html#SunejaZZLM21

Yunhui Zheng Saurabh Pujar Burn L. Lewis Luca Buratti Edward A. Epstein Bo Yang 0013 Jim Laredo Alessandro Morari Zhong Su D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis. 2021 abs/2102.07995 CoRR https://arxiv.org/abs/2102.07995 db/journals/corr/corr2102.html#abs-2102-07995

Yufan Zhuang Sahil Suneja Veronika Thost Giacomo Domeniconi Alessandro Morari Jim Laredo Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation. 2021 abs/2109.03341 CoRR https://arxiv.org/abs/2109.03341 db/journals/corr/corr2109.html#abs-2109-03341

Yangruibo Ding Luca Buratti Saurabh Pujar Alessandro Morari Baishakhi Ray Saikat Chakraborty 0001 Contrastive Learning for Source Code with Structural and Functional Properties. 2021 abs/2110.03868 CoRR https://arxiv.org/abs/2110.03868 db/journals/corr/corr2110.html#abs-2110-03868

Sahil Suneja Yufan Zhuang Yunhui Zheng Jim Laredo Alessandro Morari Data-Driven and SE-assisted AI Model Signal-Awareness Enhancement and Introspection. 2021 abs/2111.05827 CoRR https://arxiv.org/abs/2111.05827 db/journals/corr/corr2111.html#abs-2111-05827

Yangruibo Ding Sahil Suneja Yunhui Zheng Jim Laredo Alessandro Morari Gail E. Kaiser Baishakhi Ray VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements. 2021 abs/2112.10893 CoRR https://arxiv.org/abs/2112.10893 db/journals/corr/corr2112.html#abs-2112-10893

Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari Learning to map source code to software vulnerability using code-as-a-graph. 2020 abs/2006.08614 CoRR https://arxiv.org/abs/2006.08614 db/journals/corr/corr2006.html#abs-2006-08614

Luca Buratti Saurabh Pujar Mihaela A. Bornea J. Scott McCarley Yunhui Zheng Gaetano Rossiello Alessandro Morari Jim Laredo Veronika Thost Yufan Zhuang Giacomo Domeniconi Exploring Software Naturalness through Neural Language Models. 2020 abs/2006.12641 CoRR https://arxiv.org/abs/2006.12641 db/journals/corr/corr2006.html#abs-2006-12641

Yunhui Zheng Sahil Suneja Yufan Zhuang Alessandro Morari Jim Laredo Probing Model Signal-Awareness via Prediction-Preserving Input Minimization. 2020 abs/2011.14934 CoRR https://arxiv.org/abs/2011.14934 db/journals/corr/corr2011.html#abs-2011-14934

Nelson Mimura Gonzalez Alessandro Morari Fabio Checconi Jitter-Trace: a low-overhead OS noise tracing tool based on Linux Perf. 2:1-2:8 2017 ROSS@HPDC https://doi.org/10.1145/3095770.3095772 conf/hpdc/2017ross db/conf/hpdc/ross2017.html#GonzalezMC17 Daniel G. Chavarría-Miranda Vito Giovanni Castellana Alessandro Morari David Haglin John Feo GraQL: A Query Language for High-Performance Attributed Graph Databases. 1453-1462 2016 IPDPS Workshops https://doi.org/10.1109/IPDPSW.2016.216 https://doi.ieeecomputersociety.org/10.1109/IPDPSW.2016.216 conf/ipps/2016w db/conf/ipps/ipdps2016w.html#Chavarria-Miranda16 Nitin Sukhija Alessandro Morari Ioana Banicescu Load Balancing and Fault Tolerance Mechanisms for Scalable and Reliable Big Data Analytics. 189-203 2016 Resource Management for Big Data Platforms https://doi.org/10.1007/978-3-319-44881-7_10 series/ccn/PKM2016 db/series/ccn/PKM2016.html#SukhijaMB16

Vito Giovanni Castellana Alessandro Morari Jesse Weaver Antonino Tumeo David Haglin Oreste Villa John Feo In-Memory Graph Databases for Web-Scale Data. 24-35 2015 48 Computer 3 https://doi.org/10.1109/MC.2015.74 http://doi.ieeecomputersociety.org/10.1109/MC.2015.74 db/journals/computer/computer48.html#CastellanaMWTHV15

Alessandro Morari Jesse Weaver Oreste Villa David J. Haglin Antonino Tumeo Vito Giovanni Castellana John Feo High-Performance, Distributed Dictionary Encoding of RDF Datasets. 250-253 2015 CLUSTER https://doi.org/10.1109/CLUSTER.2015.44 https://doi.ieeecomputersociety.org/10.1109/CLUSTER.2015.44 conf/cluster/2015 db/conf/cluster/cluster2015.html#MorariWVHTCF15 Vito Giovanni Castellana Marco Minutoli Alessandro Morari Antonino Tumeo Marco Lattuada 0001 Fabrizio Ferrandi High Level Synthesis of RDF Queries for Graph Analytics. 323-330 2015 ICCAD https://doi.org/10.1109/ICCAD.2015.7372587 http://dl.acm.org/citation.cfm?id=2840865 conf/iccad/2015 db/conf/iccad/iccad2015.html#CastellanaMMTLF15 Alessandro Morari Vito Giovanni Castellana Oreste Villa Jesse Weaver Gregory Todd Williams David J. Haglin Antonino Tumeo John Feo GEMS: Graph Database Engine for Multithreaded Systems. 139-156 2015 Big Data - Algorithms, Analytics, and Applications https://doi.org/10.1201/b18050-13 books/crc/bigdata2015 db/books/collections/bigdata2015.html#MorariCVWWHTF15

Alessandro Morari Vito Giovanni Castellana Oreste Villa Antonino Tumeo Jesse Weaver David Haglin Sutanay Choudhury John Feo Scaling Semantic Graph Databases in Size and Performance. 16-26 2014 34 IEEE Micro 4 https://doi.org/10.1109/MM.2014.39 http://doi.ieeecomputersociety.org/10.1109/MM.2014.39 db/journals/micro/micro34.html#MorariCVTWHCF14

Jesse Weaver Vito Giovanni Castellana Alessandro Morari Antonino Tumeo Sumit Purohit Alan R. Chappell David Haglin Oreste Villa Sutanay Choudhury Karen Schuchardt John Feo Toward a data scalable solution for facilitating discovery of science resources. 682-696 2014 40 Parallel Comput. 10 https://doi.org/10.1016/j.parco.2014.08.002 db/journals/pc/pc40.html#WeaverCMTPCHVCSF14

Alessandro Morari Antonino Tumeo Daniel G. Chavarría-Miranda Oreste Villa Mateo Valero Scaling Irregular Applications through Data Aggregation and Software Multithreading. 1126-1135 2014 IPDPS https://doi.org/10.1109/IPDPS.2014.117 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2014.117 https://www.wikidata.org/entity/Q61730825 conf/ipps/2014 db/conf/ipps/ipdps2014.html#MorariTCVV14

Alessandro Morari Carlos Boneti Francisco J. Cazorla Roberto Gioiosa Chen-Yong Cher Alper Buyuktosunoglu Pradip Bose Mateo Valero SMT Malleability in IBM POWER5 and POWER6 Processors. 813-826 2013 62 IEEE Trans. Computers 4 https://doi.org/10.1109/TC.2012.34 http://doi.ieeecomputersociety.org/10.1109/TC.2012.34 https://www.wikidata.org/entity/Q61730843 db/journals/tc/tc62.html#MorariBCGCBBV13

Alessandro Morari Vito Giovanni Castellana David Haglin John Feo Jesse Weaver Antonino Tumeo Oreste Villa Accelerating semantic graph databases on commodity clusters. 768-772 2013 IEEE BigData https://doi.org/10.1109/BigData.2013.6691650 conf/bigdataconf/2013 db/conf/bigdataconf/bigdataconf2013.html#MorariCHFWTV13 Alessandro Morari Mateo Valero HPC System Software for Regular and Irregular Parallel Applications. 2242-2245 2013 IPDPS Workshops https://doi.org/10.1109/IPDPSW.2013.78 https://doi.ieeecomputersociety.org/10.1109/IPDPSW.2013.78 https://www.wikidata.org/entity/Q61730836 conf/ipps/2013w db/conf/ipps/ipdps2013w.html#MorariV13 Alan R. Chappell Sutanay Choudhury John Feo David J. Haglin Alessandro Morari Sumit Purohit Karen Schuchardt Antonino Tumeo Jesse Weaver Oreste Villa Toward a data scalable solution for facilitating discovery of scientific data resources. 55-60 2013 DISCS@SC https://doi.org/10.1145/2534645.2534655 conf/sc/2013discs db/conf/sc/discs2013.html#ChappellCFHMPST13 Alessandro Morari Roberto Gioiosa Robert W. Wisniewski Bryan S. Rosenburg Todd Inglett Mateo Valero Evaluating the Impact of TLB Misses on Future HPC Systems. 1010-1021 2012 IPDPS https://doi.org/10.1109/IPDPS.2012.94 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2012.94 https://www.wikidata.org/entity/Q61730858 conf/ipps/2012 db/conf/ipps/ipdps2012.html#MorariGWRIV12 Alessandro Morari Antonino Tumeo Oreste Villa Simone Secchi Mateo Valero Efficient Sorting on the Tilera Manycore Architecture. 171-178 2012 SBAC-PAD https://doi.org/10.1109/SBAC-PAD.2012.41 https://doi.ieeecomputersociety.org/10.1109/SBAC-PAD.2012.41 https://www.wikidata.org/entity/Q61730856 conf/sbac-pad/2012 db/conf/sbac-pad/sbac-pad2012.html#MorariTVSV12 Alessandro Morari Roberto Gioiosa Robert W. Wisniewski Francisco J. Cazorla Mateo Valero A Quantitative Analysis of OS Noise. 852-863 2011 IPDPS https://doi.org/10.1109/IPDPS.2011.84 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2011.84 https://www.wikidata.org/entity/Q61730873 conf/ipps/2011 db/conf/ipps/ipdps2011.html#MorariGWCV11 Marcelo Amaral Ioana Banicescu Carlos Boneti Mihaela A. Bornea Pradip Bose Luca Buratti Alper Buyuktosunoglu David Carrera 0001 Vito Giovanni Castellana Francisco J. Cazorla Saikat Chakraborty 0001 Alan R. Chappell Daniel G. Chavarría-Miranda Fabio Checconi Yunchung Chen Chen-Yong Cher Sutanay Choudhury Bruce D'Amora Yangruibo Ding Giacomo Domeniconi Nicolas Dupuis Edward A. Epstein John Feo Fabrizio Ferrandi Roberto Gioiosa Nelson Mimura GonzalezNelson M. Gonzalez Christoph Görn Xiaojie Guo David J. HaglinDavid Haglin Todd Inglett Matthew Jones Gail E. Kaiser Udayan Khurana Jim LaredoJim Alain Laredo Marco Lattuada 0001 Burn L. Lewis Tsungnan Lin J. Scott McCarley Marco Minutoli Ganesh Nalawade Jorda PoloJordà Polo Kevin Postlethwait Saurabh Pujar Ruchir Puri Sumit Purohit Baishakhi Ray Bryan S. Rosenburg Gaetano Rossiello Karen Schuchardt Simone Secchi Atin Sood Malgorzata Steinder Zhong Su Nitin Sukhija Sahil Suneja Veronika Thost Antonino Tumeo Mateo Valero Oreste Villa Jesse Weaver Gregory Todd Williams Robert W. Wisniewski Bo Yang 0013 Chih-Chieh Yang Alaa Youssef Yunhui Zheng Yufan Zhuang