Piotr Mardziel

2.1k total citations · 1 hit paper
12 papers, 906 citations indexed

About

Piotr Mardziel is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Piotr Mardziel has authored 12 papers receiving a total of 906 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 4 papers in Information Systems and 3 papers in Signal Processing. Recurrent topics in Piotr Mardziel's work include Cryptography and Data Security (4 papers), Security and Verification in Computing (4 papers) and Privacy-Preserving Technologies in Data (3 papers). Piotr Mardziel is often cited by papers focused on Cryptography and Data Security (4 papers), Security and Verification in Computing (4 papers) and Privacy-Preserving Technologies in Data (3 papers). Piotr Mardziel collaborates with scholars based in United States, Brazil and China. Piotr Mardziel's co-authors include Zifan Wang, Zijian Zhang, Sirui Ding, Mengnan Du, Haofan Wang, Fan Yang, Xia Hu, Michael Hicks, Mudhakar Srivatsa and Anupam Datta and has published in prestigious journals such as Journal of Computer Security, ACM Transactions on Privacy and Security and arXiv (Cornell University).

In The Last Decade

Piotr Mardziel

12 papers receiving 895 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

2020 759 citations Haofan Wang, Zifan Wang et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Piotr Mardziel United States	8	520	322	135	67	44	12	906
Dhanesh Ramachandram Malaysia	13	397 0.8×	345 1.1×	145 1.1×	90 1.3×	73 1.7×	39	992
Zifeng Wang United States	12	701 1.3×	382 1.2×	140 1.0×	100 1.5×	29 0.7×	30	1.0k
Zifan Wang United States	9	449 0.9×	331 1.0×	145 1.1×	38 0.6×	46 1.0×	18	912
Alaaeldin El-Nouby France	4	352 0.7×	438 1.4×	79 0.6×	75 1.1×	52 1.2×	6	835
Claudio Michaelis Germany	4	605 1.2×	387 1.2×	122 0.9×	42 0.6×	38 0.9×	4	1.1k
Robert Geirhos Germany	5	623 1.2×	410 1.3×	125 0.9×	43 0.6×	32 0.7×	12	1.2k
Sansanee Auephanwiriyakul Thailand	16	445 0.9×	351 1.1×	132 1.0×	81 1.2×	99 2.3×	103	1.1k
Changhee Han Japan	10	316 0.6×	325 1.0×	249 1.8×	38 0.6×	65 1.5×	27	762
Awais Mahmood Saudi Arabia	17	398 0.8×	185 0.6×	109 0.8×	173 2.6×	25 0.6×	45	711
Fenglin Liu China	18	586 1.1×	446 1.4×	126 0.9×	82 1.2×	71 1.6×	62	1.2k

Countries citing papers authored by Piotr Mardziel

Since Specialization

Citations

This map shows the geographic impact of Piotr Mardziel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Piotr Mardziel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Piotr Mardziel more than expected).

Fields of papers citing papers by Piotr Mardziel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Piotr Mardziel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Piotr Mardziel. The network helps show where Piotr Mardziel may publish in the future.

Co-authorship network of co-authors of Piotr Mardziel

This figure shows the co-authorship network connecting the top 25 collaborators of Piotr Mardziel. A scholar is included among the top collaborators of Piotr Mardziel based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Piotr Mardziel. Piotr Mardziel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

12 of 12 papers shown

1.

Wang, Zifan, et al.. (2020). Smoothed Geometry for Robust Attribution. arXiv (Cornell University). 33. 13623–13634. 2 indexed citations

2.

Wang, Haofan, Zifan Wang, Mengnan Du, et al.. (2020). Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks. 111–119. 759 indexed citations breakdown →

3.

Hicks, Michael, Andrew Ruef, Michelle L. Mazurek, et al.. (2020). Build It, Break It, Fix It. ACM Transactions on Privacy and Security. 23(2). 1–36. 11 indexed citations

4.

Dutta, Sanghamitra, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, & Pulkit Grover. (2020). An Information-Theoretic Quantification of Discrimination with Exempt Features. Proceedings of the AAAI Conference on Artificial Intelligence. 34(4). 3825–3833. 10 indexed citations

5.

Datta, Anupam, et al.. (2017). Use Privacy in Data-Driven Systems. 1193–1210. 39 indexed citations

6.

Khouzani, M. H. R., Piotr Mardziel, Carlos Cid, & Mudhakar Srivatsa. (2015). Picking vs. Guessing Secrets: A Game-Theoretic Analysis. 200. 243–257. 5 indexed citations

7.

Ruef, Andrew, et al.. (2015). Build it break it: measuring and comparing development security. 2–2. 1 indexed citations

8.

Mardziel, Piotr, Mário S. Alvim, Michael Hicks, & Michael R. Clarkson. (2014). Quantifying Information Flow for Dynamic Secrets. 540–555. 24 indexed citations

9.

Rastogi, Aseem, Piotr Mardziel, Michael Hicks, & Matthew A. Hammer. (2013). Knowledge inference for optimizing secure multi-party computation. 3–14. 9 indexed citations

10.

Mardziel, Piotr, S. Magill, Michael Hicks, & Mudhakar Srivatsa. (2013). Dynamic enforcement of knowledge-based security policies using probabilistic abstract interpretation. Journal of Computer Security. 21(4). 463–532. 15 indexed citations

11.

Mardziel, Piotr, Michael Hicks, Jonathan Katz, & Mudhakar Srivatsa. (2012). Knowledge-oriented secure multiparty computation. 17. 1–12. 7 indexed citations

12.

Mardziel, Piotr, S. Magill, Michael Hicks, & Mudhakar Srivatsa. (2011). Dynamic Enforcement of Knowledge-Based Security Policies. Digital Repository at the University of Maryland (University of Maryland College Park). 114–128. 24 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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