Pyfhel | Homomorphic Encryption Libraries , perform | Encryption library

 by   ibarrond Python Version: v2.3.1 License: GPL-3.0

kandi X-RAY | Pyfhel Summary

kandi X-RAY | Pyfhel Summary

Pyfhel is a Python library typically used in Security, Encryption applications. Pyfhel has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. However Pyfhel has 38 bugs. You can install using 'pip install Pyfhel' or download it from GitHub, PyPI.

PYthon For Hmomorphic Encryption Libraries, Pyfhel implements functionalities of multiple Homomorphic Encryption libraries such as addition, multiplication, exponentiation or scalar product in Python. Pyfhel uses a syntax similar to normal arithmetics (+,-,*). This library is useful both for simple Homomorphic Encryption Demos as well as for complex problems such as Machine Learning algorithms. Pyfhel is built on top of Afhel, an Abstraction Hmomorphic Encryption Libraries in C++. Afhel serves as common API for all backends. Additionally, this project contains a large series of Demos & Tests for HElib(no longer in use), SEAL, Afhel & Pyfhel. Last but not least, we include Makefiles to compile and install HElib, SEAL and Afhel as shared libraries in Ubuntu, which can then be linked to other C++ programs using the tags -lhelib, -lseal and -lafhel.
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            kandi-support Support

              Pyfhel has a low active ecosystem.
              It has 191 star(s) with 41 fork(s). There are 12 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 8 open issues and 74 have been closed. On average issues are closed in 32 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of Pyfhel is v2.3.1

            kandi-Quality Quality

              Pyfhel has 38 bugs (0 blocker, 0 critical, 22 major, 16 minor) and 70 code smells.

            kandi-Security Security

              Pyfhel has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              Pyfhel code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              Pyfhel is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              Pyfhel releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              Pyfhel saves you 1901 person hours of effort in developing the same functionality from scratch.
              It has 4191 lines of code, 42 functions and 34 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed Pyfhel and discovered the below as its top functions. This is intended to give you an instant insight into Pyfhel implemented functionality, and help decide if they suit your requirements.
            • Build CMA libraries
            • Run the CMake CLI
            • Create CMakeLists
            • Build a shared library shared library
            • Builds a static library
            • Resolve built libraries
            • Build a cmake - based library
            • Convert a Python library lib name to its name
            • Run a command in a subprocess
            • Get the suffix of the library
            • Copy src to dst
            • Return a list of absolute paths
            • Removes gitignore files
            • Return a list of platform - dependent arguments
            • Replace regex with replace
            • Returns the context parameters for a BFV context
            • Compute the BFV context
            • Return the CKKS context
            • Copy built libraries to source
            Get all kandi verified functions for this library.

            Pyfhel Key Features

            No Key Features are available at this moment for Pyfhel.

            Pyfhel Examples and Code Snippets

            No Code Snippets are available at this moment for Pyfhel.

            Community Discussions

            QUESTION

            How to recompile ntl and gmp libraries with "-fPIC" flag & make HELib as a shared library & undefined reference to func(std::ostream&) error
            Asked 2019-Jan-19 at 11:34

            a C++ code built into a shared library for HELib is using NTL and GMP static library. But it gets following error:

            /usr/bin/ld: /usr/local/lib/libntl.a(FFT.o): relocation R_X86_64_32 against `.rodata.str1.8' can not be used when making a shared object; recompile with -fPIC
            /usr/local/lib/libntl.a: error adding symbols: Bad value collect2: error: ld returned 1 exit status

            It was suggested int the post Click here

            to recompile NTL and GMP with "-fPIC " flags. I'am not able to find how I should do that.

            Edit:

            I'm able to build the shared library now after : recompiling GMP and NTL by: ./configure --enable-shared
            for gmp and ./configure SHARED=on

            After make Install of HELib. I get error when I run the example codes. The link to the Makefile : click to see makefile

            Error:

            g++ -g -O2 -std=c++11 -pthread -DFHE_THREADS -DFHE_BOOT_THREADS -DFHE_DCRT_THREADS -o Test_General_x Test_General.cpp -L/usr/local/lib -lntl -lgmp -lm -lfhe /usr/local/lib/libfhe.so: undefined reference to write_raw_int(std::ostream&, long, long)' /usr/local/lib/libfhe.so: undefined reference toread_raw_ZZ(std::istream&, NTL::ZZ&)' /usr/local/lib/libfhe.so: undefined reference to void write_raw_vector(std::ostream&, std::vector > const&)' /usr/local/lib/libfhe.so: undefined reference towriteEyeCatcher(std::ostream&, char const*)' /usr/local/lib/libfhe.so: undefined reference to write_raw_xdouble(std::ostream&, NTL::xdouble)' /usr/local/lib/libfhe.so: undefined reference toread_ntl_vec_long(std::istream&, NTL::Vec&)' /usr/local/lib/libfhe.so: undefined reference to void read_raw_vector(std::istream&, std::vector >&)' /usr/local/lib/libfhe.so: undefined reference toreadEyeCatcher(std::istream&, char const*)' /usr/local/lib/libfhe.so: undefined reference to read_raw_int(std::istream&, long)' /usr/local/lib/libfhe.so: undefined reference toread_raw_xdouble(std::istream&)' /usr/local/lib/libfhe.so: undefined reference to write_raw_ZZ(std::ostream&, NTL::ZZ const&)' /usr/local/lib/libfhe.so: undefined reference towrite_ntl_vec_long(std::ostream&, NTL::Vec const&, long)' collect2: error: ld returned 1 exit status Makefile:179: recipe for target 'Test_General_x' failed make: *** [Test_General_x] Error 1

            ...

            ANSWER

            Answered 2019-Jan-19 at 11:34

            Marc Glisse provided the answer for the first two parts of the question.For the third part "Undefined Reference error" the answer is I'd not compiled and linked a x.cpp containing the functions that caused the undefined reference into my shared library. hence check : nm -CD /usr/local/lib/libfhe.so to see if these functions are listed with a linking address or not. If not then check which code provides this functionality. Link that code to the shared library.

            Source https://stackoverflow.com/questions/54148692

            QUESTION

            Pyfhel subtraction
            Asked 2018-Apr-19 at 13:31

            I am trying to use Pyfhel library to perform some operations on encrypted integer list. But while performing subtraction operation, when negative values are expected, I am getting a different value.

            ...

            ANSWER

            Answered 2018-Apr-10 at 13:31

            print(abc[0][0] - p) yields the expected output because we are working modulo p.

            Source https://stackoverflow.com/questions/49745649

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install Pyfhel

            This project has been uploaded to PyPI. In order to install it from source (WARNING! it takes several minutes to compile, be patient!), run:.

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            gh repo clone ibarrond/Pyfhel

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