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Books and Theses
- 2010
[b1]Florian Kerschbaum:
A privacy-preserving benchmarking platform. Karlsruhe Institute of Technology, 2010
Journal Articles
- 2023
- [j31]Sina Faraji, Florian Kerschbaum:
Trifecta: Faster High-Throughput Three-Party Computation over WAN Using Multi-Fan-In Logic Gates. Proc. Priv. Enhancing Technol. 2023(4): 224-237 (2023) - [j30]Thomas Humphries, Florian Kerschbaum:
Differentially Private Simple Genetic Algorithms. Proc. Priv. Enhancing Technol. 2023(4): 540-558 (2023) - 2022
- [j29]Florian Kerschbaum, Michelle L. Mazurek:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2022(1): 1-5 (2022) - [j28]Florian Kerschbaum, Michelle L. Mazurek:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2022(2): 1-5 (2022) - [j27]Florian Kerschbaum, Michelle L. Mazurek:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2022(3): 1-5 (2022) - [j26]Florian Kerschbaum, Michelle L. Mazurek:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2022(4): 1-5 (2022) - [j25]Andreas Fischer
, Benny Fuhry, Jörn Kußmaul, Jonas Janneck, Florian Kerschbaum, Eric Bodden:
Computation on Encrypted Data Using Dataflow Authentication. ACM Trans. Priv. Secur. 25(3): 21:1-21:36 (2022) - 2021
- [j24]Aaron Johnson, Florian Kerschbaum:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2021(1): 1-4 (2021) - [j23]Aaron Johnson, Florian Kerschbaum:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2021(2): 1-4 (2021) - [j22]Aaron Johnson, Florian Kerschbaum:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2021(3): 1-4 (2021) - [j21]Aaron Johnson, Florian Kerschbaum:
Editors' Introduction. Proc. Priv. Enhancing Technol. 2021(4): 1-5 (2021) - [j20]Daniel Bernau, Günther Eibl, Philip-William Grassal, Hannah Keller, Florian Kerschbaum:
Quantifying identifiability to choose and audit epsilon in differentially private deep learning. Proc. VLDB Endow. 14(13): 3335-3347 (2021) - 2020
- [j19]Andreas Fischer, Benny Fuhry, Florian Kerschbaum, Eric Bodden:
Computation on Encrypted Data using Dataflow Authentication. Proc. Priv. Enhancing Technol. 2020(1): 5-25 (2020) - [j18]Bailey Kacsmar, Chelsea Komlo, Florian Kerschbaum, Ian Goldberg:
Mind the Gap: Ceremonies for Applied Secret Sharing. Proc. Priv. Enhancing Technol. 2020(2): 397-415 (2020) - [j17]Simeon Krastnikov, Florian Kerschbaum, Douglas Stebila:
Efficient Oblivious Database Joins. Proc. VLDB Endow. 13(11): 2132-2145 (2020) - 2019
- [j16]Anselme Tueno, Florian Kerschbaum, Stefan Katzenbeisser:
Private Evaluation of Decision Trees using Sublinear Cost. Proc. Priv. Enhancing Technol. 2019(1): 266-286 (2019) - [j15]Chang Ge, Ihab F. Ilyas, Florian Kerschbaum:
Secure Multi-Party Functional Dependency Discovery. Proc. VLDB Endow. 13(2): 184-196 (2019) - 2018
- [j14]Benny Fuhry, Raad Bahmani, Ferdinand Brasser, Florian Hahn, Florian Kerschbaum, Ahmad-Reza Sadeghi:
HardIDX: Practical and secure index with SGX in a malicious environment. J. Comput. Secur. 26(5): 677-706 (2018) - [j13]Stamatis Karnouskos, Florian Kerschbaum:
Privacy and Integrity Considerations in Hyperconnected Autonomous Vehicles. Proc. IEEE 106(1): 160-170 (2018) - 2012
- [j12]Hoon Wei Lim, Florian Kerschbaum, Huaxiong Wang:
Workflow Signatures for Business Process Compliance. IEEE Trans. Dependable Secur. Comput. 9(5): 756-769 (2012) - 2011
- [j11]Florian Kerschbaum:
Secure and Sustainable Benchmarking in Clouds - A Multi-Party Cloud Application with an Untrusted Service Provider. Bus. Inf. Syst. Eng. 3(3): 135-143 (2011) - [j10]Florian Kerschbaum, Axel Schröpfer, Antonio Zilli, Richard Pibernik, Octavian Catrina, Sebastiaan de Hoogh, Berry Schoenmakers, Stelvio Cimato, Ernesto Damiani:
Secure Collaborative Supply-Chain Management. Computer 44(9): 38-43 (2011) - [j9]Richard Pibernik, Yingying Zhang, Florian Kerschbaum, Axel Schröpfer:
Secure collaborative supply chain planning and inverse optimization - The JELS model. Eur. J. Oper. Res. 208(1): 75-85 (2011) - [j8]Florian Kerschbaum:
Sicheres und nachhaltiges Benchmarking in der Cloud - Eine Mehrparteien-Cloud-Anwendung ohne vertrauenswürdigen Dienstanbieter. Wirtschaftsinf. 53(3): 129-138 (2011) - 2009
- [j7]Rafael Deitos, Florian Kerschbaum:
Parallelizing secure linear programming. Concurr. Comput. Pract. Exp. 21(10): 1321-1350 (2009) - [j6]Florian Kerschbaum, Philip Robinson:
Security architecture for virtual organizations of business web services. J. Syst. Archit. 55(4): 224-232 (2009) - [j5]Axel Schröpfer, Florian Kerschbaum, Christoph G. Schütz, Richard Pibernik:
Optimizations for Risk-Aware Secure Supply Chain Master Planning. J. Univers. Comput. Sci. 15(15): 3019-3037 (2009) - 2008
- [j4]Florian Kerschbaum:
Building a privacy-preserving benchmarking enterprise system. Enterp. Inf. Syst. 2(4): 421-441 (2008) - 2003
- [j3]Seny Kamara, Sonia Fahmy, E. Eugene Schultz, Florian Kerschbaum, Michael Frantzen:
Analysis of vulnerabilities in Internet firewalls. Comput. Secur. 22(3): 214-232 (2003) - 2002
- [j2]Florian Kerschbaum, Eugene H. Spafford, Diego Zamboni:
Using Internal Sensors and Embedded Detectors for Intrusion Detection. J. Comput. Secur. 10(1/2): 23-70 (2002) - 2001
- [j1]Michael Frantzen, Florian Kerschbaum, E. Eugene Schultz, Sonia Fahmy:
A Framework for Understanding Vulnerabilities in Firewalls Using a Dataflow Model of Firewall Internals. Comput. Secur. 20(3): 263-270 (2001)
Conference and Workshop Papers
- 2023
- [c141]Thomas Humphries, Simon Oya, Lindsey Tulloch, Matthew Rafuse, Ian Goldberg, Urs Hengartner, Florian Kerschbaum:
Investigating Membership Inference Attacks under Data Dependencies. CSF 2023: 473-488 - [c140]Lucas Fenaux, Thomas Humphries, Florian Kerschbaum:
Gaggle: Genetic Algorithms on the GPU using PyTorch. GECCO Companion 2023: 2358-2361 - [c139]Florian Kerschbaum, Erik-Oliver Blass, Rasoul Akhavan Mahdavi:
Faster Secure Comparisons with Offline Phase for Efficient Private Set Intersection. NDSS 2023 - [c138]Erik-Oliver Blass, Florian Kerschbaum:
Private Collaborative Data Cleaning via Non-Equi PSI. SP 2023: 1419-1434 - [c137]Erik-Oliver Blass, Florian Kerschbaum:
Private Collaborative Data Cleaning via Non-Equi PSI. SP 2023: 1419-1434 - [c136]Nils Lukas, Florian Kerschbaum:
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators. USENIX Security Symposium 2023 - 2022
- [c135]Erik-Oliver Blass, Florian Kerschbaum, Travis Mayberry:
Iterative Oblivious Pseudo-Random Functions and Applications. AsiaCCS 2022: 28-41 - [c134]Thomas Humphries, Rasoul Akhavan Mahdavi, Shannon Veitch, Florian Kerschbaum:
Selective MPC: Distributed Computation of Differentially Private Key-Value Statistics. CCS 2022: 1459-1472 - [c133]Daniel Bernau, Jonas Robl, Florian Kerschbaum:
Assessing Differentially Private Variational Autoencoders Under Membership Inference. DBSec 2022: 3-14 - [c132]Erik-Oliver Blass, Florian Kerschbaum:
Mixed-Technique Multi-Party Computations Composed of Two-Party Computations. ESORICS (3) 2022: 295-319 - [c131]Masoumeh Shafieinejad, Suraj Gupta, Jin Yang Liu, Koray Karabina, Florian Kerschbaum:
Equi-Joins over Encrypted Data for Series of Queries. ICDE 2022: 1635-1648 - [c130]Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum:
The Limits of Word Level Differential Privacy. NAACL-HLT (Findings) 2022: 867-881 - [c129]Nils Lukas, Edward Jiang, Xinda Li, Florian Kerschbaum:
SoK: How Robust is Image Classification Deep Neural Network Watermarking? SP 2022: 787-804 - [c128]Bailey Kacsmar, Kyle Tilbury, Miti Mazmudar, Florian Kerschbaum:
Caring about Sharing: User Perceptions of Multiparty Data Sharing. USENIX Security Symposium 2022: 899-916 - [c127]Rasoul Akhavan Mahdavi, Florian Kerschbaum:
Constant-weight PIR: Single-round Keyword PIR via Constant-weight Equality Operators. USENIX Security Symposium 2022: 1723-1740 - [c126]Simon Oya, Florian Kerschbaum:
IHOP: Improved Statistical Query Recovery against Searchable Symmetric Encryption through Quadratic Optimization. USENIX Security Symposium 2022: 2407-2424 - [c125]Benjamin Weggenmann, Valentin Rublack, Michael Andrejczuk, Justus Mattern, Florian Kerschbaum:
DP-VAE: Human-Readable Text Anonymization for Online Reviews with Differentially Private Variational Autoencoders. WWW 2022: 721-731 - 2021
- [c124]Maryam Sepehri, Florian Kerschbaum:
Low-Cost Hiding of the Query Pattern. AsiaCCS 2021: 593-603 - [c123]Benjamin Weggenmann, Florian Kerschbaum:
Differential Privacy for Directional Data. CCS 2021: 1205-1222 - [c122]Jonas Böhler, Florian Kerschbaum:
Secure Multi-party Computation of Differentially Private Heavy Hitters. CCS 2021: 2361-2377 - [c121]Daniel Bernau, Jonas Robl, Philip-William Grassal, Steffen Schneider, Florian Kerschbaum:
Comparing Local and Central Differential Privacy Using Membership Inference Attacks. DBSec 2021: 22-42 - [c120]Benny Fuhry, Jayanth Jain H. A, Florian Kerschbaum:
EncDBDB: Searchable Encrypted, Fast, Compressed, In-Memory Database Using Enclaves. DSN 2021: 438-450 - [c119]Chan Nam Ngo, Fabio Massacci, Florian Kerschbaum, Julian Williams:
Practical Witness-Key-Agreement for Blockchain-Based Dark Pools Financial Trading. Financial Cryptography (2) 2021: 579-598 - [c118]Nils Lukas, Yuxuan Zhang, Florian Kerschbaum:
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples. ICLR 2021 - [c117]Masoumeh Shafieinejad, Nils Lukas, Jiaqi Wang, Xinda Li, Florian Kerschbaum:
On the Robustness of Backdoor-based Watermarking in Deep Neural Networks. IH&MMSec 2021: 177-188 - [c116]Zhiwei Shang, Simon Oya, Andreas Peter, Florian Kerschbaum:
Obfuscated Access and Search Patterns in Searchable Encryption. NDSS 2021 - [c115]Masoumeh Shafieinejad, Florian Kerschbaum, Ihab F. Ilyas:
PCOR: Private Contextual Outlier Release via Differentially Private Search. SIGMOD Conference 2021: 1571-1583 - [c114]Florian Kerschbaum:
Towards Privacy in Deep Learning. TPS-ISA 2021: 279-280 - [c113]Simon Oya, Florian Kerschbaum:
Hiding the Access Pattern is Not Enough: Exploiting Search Pattern Leakage in Searchable Encryption. USENIX Security Symposium 2021: 127-142 - [c112]Tianhao Wang, Florian Kerschbaum:
RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks. WWW 2021: 993-1004 - 2020
- [c111]Rasoul Akhavan Mahdavi, Thomas Humphries, Bailey Kacsmar, Simeon Krastnikov, Nils Lukas, John A. Premkumar, Masoumeh Shafieinejad, Simon Oya, Florian Kerschbaum, Erik-Oliver Blass:
Practical Over-Threshold Multi-Party Private Set Intersection. ACSAC 2020: 772-783 - [c110]Anselme Tueno, Florian Kerschbaum:
Efficient Secure Computation of Order-Preserving Encryption. AsiaCCS 2020: 193-207 - [c109]Erik-Oliver Blass, Florian Kerschbaum:
BOREALIS: Building Block for Sealed Bid Auctions on Blockchains. AsiaCCS 2020: 558-571 - [c108]Andreas Fischer, Jonas Janneck, Jörn Kussmaul, Nikolas Krätzschmar, Florian Kerschbaum, Eric Bodden:
PASAPTO: Policy-aware Security and Performance Trade-off Analysis-Computation on Encrypted Data with Restricted Leakage. CSF 2020: 230-245 - [c107]Anselme Tueno, Yordan Boev, Florian Kerschbaum:
Non-interactive Private Decision Tree Evaluation. DBSec 2020: 174-194 - [c106]Benny Fuhry, Lina Hirschoff, Samuel Koesnadi, Florian Kerschbaum:
SeGShare: Secure Group File Sharing in the Cloud using Enclaves. DSN 2020: 476-488 - [c105]Bailey Kacsmar, Basit Khurram, Nils Lukas, Alexander Norton, Masoumeh Shafieinejad, Zhiwei Shang, Yaser Baseri, Maryam Sepehri, Simon Oya, Florian Kerschbaum:
Differentially Private Two-Party Set Operations. EuroS&P 2020: 390-404 - [c104]Anselme Tueno, Florian Kerschbaum, Stefan Katzenbeisser, Yordan Boev, Mubashir Qureshi:
Secure Computation of the kth-Ranked Element in a Star Network. Financial Cryptography 2020: 386-403 - [c103]Basit Khurram, Florian Kerschbaum:
SFour: A Protocol for Cryptographically Secure Record Linkage at Scale. ICDE 2020: 277-288 - [c102]Jonas Böhler, Florian Kerschbaum:
Secure Sublinear Time Differentially Private Median Computation. NDSS 2020 - [c101]Timon Hackenjos, Florian Hahn, Florian Kerschbaum:
SAGMA: Secure Aggregation Grouped by Multiple Attributes. SIGMOD Conference 2020: 587-601 - [c100]Jonas Böhler, Florian Kerschbaum:
Secure Multi-party Computation of Differentially Private Median. USENIX Security Symposium 2020: 2147-2164 - 2019
- [c99]Florian Kerschbaum, Anselme Tueno:
An Efficiently Searchable Encrypted Data Structure for Range Queries. ESORICS (2) 2019: 344-364 - [c98]Tianhao Wang, Florian Kerschbaum:
Attacks on Digital Watermarks for Deep Neural Networks. ICASSP 2019: 2622-2626 - [c97]Florian Hahn, Nicolas Loza, Florian Kerschbaum:
Joins Over Encrypted Data with Fine Granular Security. ICDE 2019: 674-685 - 2018
- [c96]Erik-Oliver Blass, Florian Kerschbaum:
Strain: A Secure Auction for Blockchains. ESORICS (1) 2018: 87-110 - [c95]Benjamin Weggenmann, Florian Kerschbaum:
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining. SIGIR 2018: 305-314 - [c94]Florian Hahn, Nicolas Loza, Florian Kerschbaum:
Practical and Secure Substring Search. SIGMOD Conference 2018: 163-176 - 2017
- [c93]Anselme Tueno, Florian Kerschbaum, Daniel Bernau, Sara Foresti:
Selective access for supply chain management in the cloud. CNS 2017: 476-482 - [c92]Jonas Böhler, Daniel Bernau, Florian Kerschbaum:
Privacy-Preserving Outlier Detection for Data Streams. DBSec 2017: 225-238 - [c91]Florian Kerschbaum, Martin Härterich:
Searchable Encryption to Reduce Encryption Degradation in Adjustably Encrypted Databases. DBSec 2017: 325-336 - [c90]Benny Fuhry, Raad Bahmani, Ferdinand Brasser, Florian Hahn, Florian Kerschbaum, Ahmad-Reza Sadeghi:
HardIDX: Practical and Secure Index with SGX. DBSec 2017: 386-408 - 2016
- [c89]Florian Hahn, Florian Kerschbaum:
Poly-Logarithmic Range Queries on Encrypted Data with Small Leakage. CCSW 2016: 23-34 - [c88]Benny Fuhry, Walter Tighzert, Florian Kerschbaum:
Encrypting Analytical Web Applications. CCSW 2016: 35-46 - [c87]Florian Kerschbaum, Erik-Oliver Blass, Tomas Sander:
WISCS'16: The 3rd ACM Workshop on Information Sharing and Collaborative Security. CCS 2016: 1877-1878 - 2015
- [c86]Florian Kerschbaum:
Frequency-Hiding Order-Preserving Encryption. CCS 2015: 656-667 - [c85]Florian Kerschbaum, Cristina Nita-Rotaru, Indrajit Ray:
CCSW 2015: The 7th ACM Cloud Computing Security Workshop. CCS 2015: 1703-1704 - [c84]Florian Kerschbaum, Hoon Wei Lim:
Privacy-Preserving Observation in Public Spaces. ESORICS (2) 2015: 81-100 - [c83]Chaowen Guan, Kui Ren, Fangguo Zhang, Florian Kerschbaum, Jia Yu:
Symmetric-Key Based Proofs of Retrievability Supporting Public Verification. ESORICS (1) 2015: 203-223 - [c82]Florian Kerschbaum:
Oblivious outsourcing of garbled circuit generation. SAC 2015: 2134-2140 - [c81]Isabelle Hang, Florian Kerschbaum, Ernesto Damiani:
ENKI: Access Control for Encrypted Query Processing. SIGMOD Conference 2015: 183-196 - 2014
- [c80]Florian Kerschbaum, Thomas Schneider, Axel Schröpfer:
Automatic Protocol Selection in Secure Two-Party Computations. ACNS 2014: 566-584 - [c79]Patrick Grofig, Isabelle Hang, Martin Härterich, Florian Kerschbaum, Mathias Kohler, Andreas Schaad, Axel Schröpfer, Walter Tighzert:
Privacy by Encrypted Databases. APF 2014: 56-69 - [c78]Florian Kerschbaum, Axel Schröpfer:
Optimal Average-Complexity Ideal-Security Order-Preserving Encryption. CCS 2014: 275-286 - [c77]Florian Hahn, Florian Kerschbaum:
Searchable Encryption with Secure and Efficient Updates. CCS 2014: 310-320 - [c76]Florian Kerschbaum:
Client-Controlled Cloud Encryption. CCS 2014: 1542-1543 - [c75]Lujo Bauer, Florian Kerschbaum:
What are the most important challenges for access control in new computing domains, such as mobile, cloud and cyber-physical systems? SACMAT 2014: 127-128 - [c74]Andreas Schaad, Anis Bkakria, Florian Kerschbaum, Frédéric Cuppens, Nora Cuppens-Boulahia, David Gross-Amblard:
Optimized and controlled provisioning of encrypted outsourced data. SACMAT 2014: 141-152 - [c73]Patrick Grofig, Martin Härterich, Isabelle Hang, Florian Kerschbaum, Mathias Kohler, Andreas Schaad, Axel Schröpfer, Walter Tighzert:
Experiences and observations on the industrial implementation of a system to search over outsourced encrypted data. Sicherheit 2014: 115-125 - 2013
- [c72]Martin Beck, Florian Kerschbaum:
Approximate Two-Party Privacy-Preserving String Matching with Linear Complexity. BigData Congress 2013: 31-37 - [c71]Raphael Urmoneit, Florian Kerschbaum:
Efficient secure computation optimization. PETShop@CCS 2013: 11-18 - [c70]Sebastian Clauß, Stefan Schiffner, Florian Kerschbaum:
k-anonymous reputation. AsiaCCS 2013: 359-368 - [c69]Florian Kerschbaum:
An information-flow type-system for mixed protocol secure computation. AsiaCCS 2013: 393-404 - [c68]Marek Jawurek, Florian Kerschbaum, Claudio Orlandi:
Zero-knowledge using garbled circuits: how to prove non-algebraic statements efficiently. CCS 2013: 955-966 - [c67]Florian Kerschbaum, Patrick Grofig, Isabelle Hang, Martin Härterich, Mathias Kohler, Andreas Schaad, Axel Schröpfer, Walter Tighzert:
Adjustably encrypted in-memory column-store. CCS 2013: 1325-1328 - [c66]Florian Kerschbaum:
Expression rewriting for optimizing secure computation. CODASPY 2013: 49-58 - [c65]Florian Kerschbaum, Martin Härterich, Patrick Grofig, Mathias Kohler, Andreas Schaad, Axel Schröpfer, Walter Tighzert:
Optimal Re-encryption Strategy for Joins in Encrypted Databases. DBSec 2013: 195-210 - [c64]Florian Kerschbaum, Martin Härterich, Mathias Kohler, Isabelle Hang, Andreas Schaad, Axel Schröpfer, Walter Tighzert:
An Encrypted In-Memory Column-Store: The Onion Selection Problem. ICISS 2013: 14-26 - [c63]Florian Kerschbaum, Thomas Schneider, Axel Schröpfer:
Automatic Protocol Selection in Secure Two-Party Computations. NDSS 2013 - [c62]Florian Kerschbaum:
Searching over encrypted data in cloud systems. SACMAT 2013: 87-88 - [c61]Axel Schröpfer, Andreas Schaad, Florian Kerschbaum, Heiko Boehm, Joerg Jooss:
Secure benchmarking in the cloud. SACMAT 2013: 197-200 - [c60]Florian Kerschbaum, Hoon Wei Lim, Ivan Gudymenko:
Privacy-preserving billing for e-ticketing systems in public transportation. WPES 2013: 143-154 - 2012
- [c59]Florian Kerschbaum:
Privacy-Preserving Computation - (Position Paper). APF 2012: 41-54 - [c58]Florian Kerschbaum:
Outsourced private set intersection using homomorphic encryption. AsiaCCS 2012: 85-86 - [c57]Jens Strüker, Florian Kerschbaum:
From a Barrier to a Bridge: Data-Privacy in Deregulated Smart Grids. ICIS 2012 - [c56]Florian Kerschbaum, Leonardo Weiss Ferreira Chaves:
Encrypted Searchable Storage of RFID Tracking Data. MDM 2012: 176-185 - [c55]Marek Jawurek, Florian Kerschbaum:
Fault-Tolerant Privacy-Preserving Statistics. Privacy Enhancing Technologies 2012: 221-238 - [c54]Florian Kerschbaum:
Collusion-resistant outsourcing of private set intersection. SAC 2012: 1451-1456 - [c53]