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Sparse OT Extension & PSI

This is the implementation of our CRYPTO 2019 paper: SpOT-Light: Lightweight Private Set Intersection from Sparse OT Extension[ePrint].

Evaluating on a single server (2 36-cores Intel Xeon CPU E5-2699 v3 @ 2.30GHz and 256GB of RAM) with a single thread per party, each party has 2^20 items, our spot-low protocol requires 270 seconds and 63.1 MB , and our spot-fast protocol requires 25.6 seconds and 76.4 MB.

Installations

Clone project

git clone --recursive [email protected]:osu-crypto/SpOT-PSI.git

Required libraries

C++ compiler with C++14 support. There are several library dependencies including Boost, Miracl, NTL with GMP, and libOTe. For libOTe, it requires CPU supporting PCLMUL, AES-NI, and SSE4.1. Optional: nasm for improved SHA1 performance. Our code has been tested on both Windows (Microsoft Visual Studio) and Linux. To install the required libraries:

  • For building boost, miracl and libOTe, please follow the more instructions at libOTe. A quick try for linux: cd libOTe/cryptoTools/thirdparty/linux/, bash all.get, cd back to libOTe, cmake . and then make -j
  • For NTL with GMP and gf2x, cd ./thirdparty/linux, and run all.get. Then, you can run cmake . in SpOT-PSI folder, and then make -j
  • See here for full setup script

NOTE: if you meet problem with NTL, try to do the following and read Building and using NTL with GMP:

change ntl code
   struct MatPrime_crt_helper_deleter_policy {
      static void deleter(MatPrime_crt_helper *p) { MatPrime_crt_helper_deleter(p); }
   };

to

   struct MatPrime_crt_helper_deleter_policy {
      static void deleter(MatPrime_crt_helper *p) {; }
   };

In lip.h (line 645), change "class _ntl_general_rem_one_struct" to be "struct _ntl_general_rem_one_struct;".

Building the Project

After cloning project from git,

Windows:
  1. build cryptoTools,libOTe, and libOPRF projects in order.
  2. add argument for bOPRFmain project (for example: -u)
  3. run bOPRFmain project
Linux:
  1. make (requirements: CMake, Make, g++ or similar)
  2. for test: ./bin/frontend.exe -t

Running the code

The database is generated randomly. The outputs include the average online/offline/total runtime that displayed on the screen and output.txt.

Flags:

-u		unit test which computes PSI of 2 paries, each with set size 2^8 in semi-honest setting
-n		log of set size (e.g. n=8 => setsize =2^8)
-N		set size
-echd	        evaluating DH-based PSI
                 -c: curve type (0: k283 vs 1: Curve25519)
-p              evaluating our protocols (0: `spot-fast` vs 1: `spot-low`)
-t		number of thread
-ip		ip address and port (eg. 172.31.22.179:1212)

Examples:

1. Unit test:
./bin/frontend.exe -u
2. PSI:

ECHD

./bin/frontend.exe -r 1 -echd -c 0 -n 8 -ip 172.31.77.224:1212
& ./bin/frontend.exe -r 0 -echd -c 0 -n 8 -ip 172.31.77.224:1212

spot-fast

./bin/frontend.exe -r 1 -n 8 -t 1 -p 0 -ip 172.31.77.224:1212
& ./bin/frontend.exe -r 0 -n 8 -t 1 -p 0 -ip 172.31.77.224:1212

spot-low

./bin/frontend.exe -r 1 -n 8 -t 1 -p 1 -ip 172.31.77.224:1212
& ./bin/frontend.exe -r 0 -n 8 -t 1 -p 1 -ip 172.31.77.224:1212

Help

For any questions on building or running the library, please contact Ni Trieu at trieun at oregonstate dot edu