Concepedia

Encrypted Data Analysis

Encrypted Data Analysis is a digital forensic methodology that involves the systematic examination and interpretation of data protected by cryptographic algorithms to ascertain its origin, integrity, and potential evidentiary value while preserving legal and technical compliance.

175

Publications

8K

Citations

606

Authors

276

Institutions

Publications per year

2017–2026

109

Parents

Children

Publications

175

CryptoNets: applying neural networks to encrypted data with high throughput and accuracy

Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine et al. · International Conference on Machine Learning · 2016 · 1.3K citations

, , +16

Inferring the source of encrypted HTTP connections

Marc Liberatore, Brian Neil Levine · 2006 · 424 citations

, , +17

A survey of methods for encrypted traffic classification and analysis

Petr Velan, Milan Čermák, Pavel Čeleda et al. · International Journal of Network Management · 2015 · 359 citations · Full text

, , +17

CryptoDL: Deep Neural Networks over Encrypted Data

Ehsan Hesamifard, Hassan Takabi, Mehdi Ghasemi · arXiv (Cornell University) · 2017 · 293 citations · Full text

, , +14

Machine Learning-Powered Encrypted Network Traffic Analysis: A Comprehensive Survey

Meng Shen, Ke Ye, Xingtong Liu et al. · IEEE Communications Surveys & Tutorials · 2022 · 208 citations

, , +15

1–5 of 175

Authors

606

  1. SK
    Stefan Katzenbeisser

    Technische Universität Darmstadt, Germany

    3 publications · 59 citations

    3

    h-index

  2. MS
    Meng Shen

    Beijing Institute of Technology, China

    3 publications · 373 citations

    3

    h-index

  3. PG
    Peter G. Neumann

    SRI International, United States

    2 publications · 40 citations

    2

    h-index

  4. BS
    Bruce Schneier

    CounterPath (United States), United States

    2 publications · 40 citations

    2

    h-index

  5. IH
    Iqtadar Hussain

    Qatar University, Qatar

    2 publications · 45 citations

    2

    h-index

1–5 of 606

Institutions

276

  1. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    12 publications

    432 citations

  2. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    16 publications

    793 citations

  3. Beijing Institute of Technology

    Beijing, China

    4 h-index

    10 publications

    1.2K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    13 publications

    583 citations

  5. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    15 publications

    341 citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    7 publications

    206 citations

  7. Institute of Information Engineering

    Beijing, China

    3 h-index

    12 publications

    724 citations

  8. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    11 publications

    327 citations

1–8 of 276

Venues

  1. IEEE Access

    5 publications · 319 citations

    5

    h-index

  2. IACR Cryptology ePrint Archive

    Repository · 4 publications · 94 citations

    4

    h-index

  3. Digital Investigation

    4 publications · 176 citations

    4

    h-index

  4. Security and Communication Networks

    3 publications · 47 citations

    3

    h-index

  5. 3

    h-index

1–5