---
_id: '5098'
author:
- first_name: Sanaullah
  full_name: Sanaullah, Sanaullah
  id: '248865'
  last_name: Sanaullah
  orcid: 0000-0003-4112-802X
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-4112-802X/work/171159565
- first_name: Hasina
  full_name: Attaullah, Hasina
  id: '254998'
  last_name: Attaullah
  orcid: 0000-0002-6902-6116
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-6902-6116/work/171438641
- first_name: Thorsten
  full_name: Jungeblut, Thorsten
  id: '242294'
  last_name: Jungeblut
  orcid: 0000-0001-7425-8766
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0001-7425-8766/work/171159566
citation:
  alphadin: '<span style="font-variant:small-caps;">Sanaullah, Sanaullah</span> ;
    <span style="font-variant:small-caps;">Attaullah, Hasina</span> ; <span style="font-variant:small-caps;">Jungeblut,
    Thorsten</span>: Encryption Techniques for Privacy-Preserving CNN Models: Performance
    and Practicality in Urban AI Applications. In: <span style="font-variant:small-caps;">Omitaomu,
    O. A.</span> ; <span style="font-variant:small-caps;">Mostafavi, A.</span> ; <span
    style="font-variant:small-caps;">Randhawa, S.</span> ; <span style="font-variant:small-caps;">Niu,
    H.</span> (Hrsg.): <i>Proceedings of the 2nd ACM SIGSPATIAL International Workshop
    on Advances in Urban-AI</i>. New York, NY, USA : ACM, 2024, S. 50–53'
  ama: 'Sanaullah S, Attaullah H, Jungeblut T. Encryption Techniques for Privacy-Preserving
    CNN Models: Performance and Practicality in Urban AI Applications. In: Omitaomu
    OA, Mostafavi A, Randhawa S, Niu H, eds. <i>Proceedings of the 2nd ACM SIGSPATIAL
    International Workshop on Advances in Urban-AI</i>. New York, NY, USA: ACM; 2024:50-53.
    doi:<a href="https://doi.org/10.1145/3681780.3697244">10.1145/3681780.3697244</a>'
  apa: 'Sanaullah, S., Attaullah, H., &#38; Jungeblut, T. (2024). Encryption Techniques
    for Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications.
    In O. A. Omitaomu, A. Mostafavi, S. Randhawa, &#38; H. Niu (Eds.), <i>Proceedings
    of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI</i> (pp.
    50–53). New York, NY, USA: ACM. <a href="https://doi.org/10.1145/3681780.3697244">https://doi.org/10.1145/3681780.3697244</a>'
  bibtex: '@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, place={New York, NY,
    USA}, title={Encryption Techniques for Privacy-Preserving CNN Models: Performance
    and Practicality in Urban AI Applications}, DOI={<a href="https://doi.org/10.1145/3681780.3697244">10.1145/3681780.3697244</a>},
    booktitle={Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances
    in Urban-AI}, publisher={ACM}, author={Sanaullah, Sanaullah and Attaullah, Hasina
    and Jungeblut, Thorsten}, editor={Omitaomu, Olufemi A. and Mostafavi, Ali and
    Randhawa, Sukanya and Niu, HaoranEditors}, year={2024}, pages={50–53} }'
  chicago: 'Sanaullah, Sanaullah, Hasina Attaullah, and Thorsten Jungeblut. “Encryption
    Techniques for Privacy-Preserving CNN Models: Performance and Practicality in
    Urban AI Applications.” In <i>Proceedings of the 2nd ACM SIGSPATIAL International
    Workshop on Advances in Urban-AI</i>, edited by Olufemi A. Omitaomu, Ali Mostafavi,
    Sukanya Randhawa, and Haoran Niu, 50–53. New York, NY, USA: ACM, 2024. <a href="https://doi.org/10.1145/3681780.3697244">https://doi.org/10.1145/3681780.3697244</a>.'
  ieee: 'S. Sanaullah, H. Attaullah, and T. Jungeblut, “Encryption Techniques for
    Privacy-Preserving CNN Models: Performance and Practicality in Urban AI Applications,”
    in <i>Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances
    in Urban-AI</i>, Atlanta GA USA, 2024, pp. 50–53.'
  mla: 'Sanaullah, Sanaullah, et al. “Encryption Techniques for Privacy-Preserving
    CNN Models: Performance and Practicality in Urban AI Applications.” <i>Proceedings
    of the 2nd ACM SIGSPATIAL International Workshop on Advances in Urban-AI</i>,
    edited by Olufemi A. Omitaomu et al., ACM, 2024, pp. 50–53, doi:<a href="https://doi.org/10.1145/3681780.3697244">10.1145/3681780.3697244</a>.'
  short: 'S. Sanaullah, H. Attaullah, T. Jungeblut, in: O.A. Omitaomu, A. Mostafavi,
    S. Randhawa, H. Niu (Eds.), Proceedings of the 2nd ACM SIGSPATIAL International
    Workshop on Advances in Urban-AI, ACM, New York, NY, USA, 2024, pp. 50–53.'
conference:
  end_date: 2024-11-01
  location: Atlanta GA USA
  name: 'SIGSPATIAL ''24: The 32nd ACM International Conference on Advances in Geographic
    Information Systems'
  start_date: 2024-10-29
date_created: 2024-11-07T08:52:45Z
date_updated: 2026-03-17T15:29:13Z
doi: 10.1145/3681780.3697244
editor:
- first_name: Olufemi A.
  full_name: Omitaomu, Olufemi A.
  last_name: Omitaomu
- first_name: Ali
  full_name: Mostafavi, Ali
  last_name: Mostafavi
- first_name: Sukanya
  full_name: Randhawa, Sukanya
  last_name: Randhawa
- first_name: Haoran
  full_name: Niu, Haoran
  last_name: Niu
language:
- iso: eng
page: 50-53
place: New York, NY, USA
publication: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances
  in Urban-AI
publication_identifier:
  isbn:
  - '9798400711565'
publication_status: published
publisher: ACM
status: public
title: 'Encryption Techniques for Privacy-Preserving CNN Models: Performance and Practicality
  in Urban AI Applications'
type: conference
user_id: '220548'
year: '2024'
...