2 тысяч подписчиков
572 видео
ML pipeline with Pandas and Sklearn
ITS 365 - Numpy and the KNN algorithm in Python
Machine Learning for Cyber Security - Deep Neural Networks
TCP Syn Flooding and TCP reset attacks with scapy and netwox
ITS 362 - jQuery UI controls: tabs, progress bar, slider
Speed test between RSA and AES ciphers
Machine Learning for Cyber Security - Linear to Logistic Regression
ITS 372 - System administration scripts: web server, tar, pdf reports, geo-locate, simple map reduce
Training a deep learning model with PyTorch for the Iris dataset (part 1)
Transfer Learning with Torchvision models: AlexNet, ResNet, and more
Linux command pipeline examples
Linux, scapy, and network sniffing and spoofing
ITS 350 - How to create the SEED ubuntu vm using VMware
ITS 454 - TCP Reset Attack and Session hijacking
A very simple Crypto Hash XOR based algorithm in python
ITS 372 (2022) - Virtual box NAT network between two vms config, DNS sniff and spoof attack
SNMP Lab on Linux cacti
Linux and the Simple Network Management Protocol (SNMP) - part 3
Symmetric block cryptography with CBC mode of operation in Python
Linux and the Simple Network Management Protocol (SNMP) - part 2
Machine Learning with PyTorch - Loading CSV files and text to PyTorch tensors
What makes a secure cryptographic cipher
RSA encrypt, decrypt, and digital signatures with PyCryptoDome
Pillars of Information Assurance for Cryptography
Machine Learning with PyTorch - Basics and Tensor operations
Machine Learning for Cyber Security - IOT Device Detection Introduction
Linux and the UFW firewall
100+ Essential Linear Algebra Operations for Deep Learning: A Cheat Sheet and Workbook
GANs with fastai and Art Style Transfer with PyTorch
How to break the RSA cryptographic cipher with Python
Decrypting corrupted ciphers
Residuals - Your own ResNet from Scratch, and Fine-tuning a pre-trained ResNet 18 (In PyTorch)
ITS 365 - How to deploy TensorFlow models on the web with Tensorflow.js and Keras
The simple linear algebra for Attention, GPTs, BERTs, and Full Transformers in PyTorch (part 5)
Similarity metrics between graphs: MSE, PCM, area between curves, and batch normalization examples
general scapy, TCP syn flooding attack
ITS 454 project presentations Tuesday - network security
Getting Started with Numpy (matrices, concatenation and stacking, math, Broadcasting, masks, etc.)
ITS 372 - Navigating the Linux File System with ls, cd, and pwd
ITS 454 Network Security (2022) - Intro to Scapy
Getting Started with Numpy (Anaconda, numpy arrays, matrices, indexing, slicing, reshaping, etc.)
Introduction to MapReduce and the Linux command line pipeline (part 1)
Traceroute with Scapy - System Administration with Linux and Python
HuggingFace simple BERT examples
Loading images into PyTorch tensors
tcpdump, cron, logging scripts, and redirection
Tensorflow code for a simple convolutional neural network - CNNs
Generative Adversarial Networks (GANs) from scratch with PyTorch
Transfer Learning - Sentence embeddings for semantic similarity with BERT
Linux and DNS
ITS 454 Network Security (2022) - SQUID, port forwarding, and firewall egress evasion
