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-# FINAL
-The fully homomorphic encryption scheme based on NTRU and LWE.
+# FINAL 
+
+## Faster FHE instantiated with NTRU and LWE
+
+The FINAL library contains the implementation of the fully homorphic encryption schemes
+presented in the paper ["FINAL: Faster FHE instantiated with NTRU and LWE"](http://eprint.iacr.org/2022/074),
+by Charlotte Bonte (<charlotte.bonte@intel.com>), Ilia Iliashenko (<ilia@esat.kuleuven.be>), Jeongeun Park (<Jeongeun.Park@esat.kuleuven.be>), Hilder V. L. Pereira (<HilderVitor.LimaPereira@esat.kuleuven.be>), and Nigel P. Smart (<nigel.smart@kuleuven.be>).
+
+It is distributed under the MIT license. Please, check the LICENSE file for more details.
+
+### Requirements 
+
+A C++ compiler, the [NTL](https://libntl.org) and [FFTW 3](http://www.fftw.org) libraries.
 
 ## Run the code
 
-1. Install [NTL](https://libntl.org) and [FFTW](http://www.fftw.org) with the related dependencies.
-2. Run `make` in the main repository folder.
-3. Run the `test` program and check that all the homomorphic gates are computed correctly. 
+1. Run `make` in the main repository folder.
+2. Run the `test` program and check that all the homomorphic gates are computed correctly.
 
 ## Usage
 
-Use `test.cpp` and `Makefile` as reference points to create and compile your own program with FINAL. 
+Use `test.cpp` and `Makefile` as reference points to create and compile your own program with FINAL.