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adaboost

Boosting algorithm AdaBoost, using Perceptron,Kernel perceptron and Multinomial as weak classifiers and KNN as strong classifier

aes

Attentional Extractive Summarization with pretrained encoders.

aes-128

AES (Rijndael) with 128b key length

amdahl

Application of amdahl's law to check improvement of a function and it's impact on a global process in which participates.

apkmalwaredetect

Python apk malware detector using ML

arduinomodulator

Arduino port modulator which allows the user to joins logically a set of ports (by using another device - raspberry in the tests - to communicate the initial state by serial) to perform some independent task among them.

arp-spoofing

ARP poisoning process (Unix systems) in a local network to to perform attacks such as man in the middle.

asynchronizeme

Python asynchrony with callbacks POC

autoit-obfuscator

Autoit code obfuscation.

autoknw

Automatic discovery of knowledge project.

base64

Implementation with mips32 base64 algorithm

berkeley-sincronization

Concurrent simulation of a syncrhonized network by a reference server using Berkeley algorithm

bert

TensorFlow code and pre-trained models for BERT

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bioinspiredia

All work done with the book "Fundamentos de inteligencia artificial III: Inteligencia artificial bioinspirada"

bmphide

BMP steganography using LSB thechnique

bwrl-compresor

Compressor/Decompressor based in a combination of burrows-wheeler and run-length encoding

car-simulator

Car game made for IPC subject.

cipher-type-detection

Machine learning system for identifying unknown cipher/hash algorithms based on bit variations among plaintext-keyword-ciphertext (chosen-plaintext attack).

cobfuscator

C code metamorphic obfuscator

colorizecnn

Colorize black and white images using SegNet.

compression-algorithms

Huffman,Runlength+BW,LZ77 ...

countermachine

Counter machine, restriction of RAM machine with finite number of records and without indirect addressing

dcgan

DCGAN implementation (Keras/Python) [A. Radford, 15]

deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

devm-tc

Differentiable evaluation metrics as loss functions for text classification

dimredtech

Dimensionality reduction techniques such as PCA and LDA.

discriminatt

doogle

Indexing and retrieval system for SAR subject.

dqnextractivesummarization

Deep Reinforcement Learning for Extractive Summarization (several variants of DQN algorithms)