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followers: 1.0 following: 14.0 repos: 29.0 gists: 0.0

Name: Eric Yocam

Type: User

Bio: A life-long learner, inventor, educator, and practitioner. I have a keen interest in defenses to protect cyber quantum ai.

Location: San Diego

Blog: https://www.linkedin.com/in/ericyocam/

Eric Yocam's Projects

adversarial-defense-cnn-poc

A classical or convolutional neural network model with adversarial defense protection

adversarial-defense-hnn-poc

A classical-quantum or hybrid neural network with adversarial defense protection

analysis_bin_exploit_mem_corrupt_poc

An analysis of binary explotation memory corruption vulnerabilities.

analyze-wifi-pcap-using-scapy-poc

Analyze a Wireshark pcap with Wi-Fi 802.11 network traffic using Scapy

bgp-routing-attacks-sim-poc

Simulates the Border Gateway Protocol (BGP) routing process and demonstrates two common BGP attacks: sub-prefix hijacking and BGP prepending.

cnn_hnn_comparison_analysis_poc

A comparison analysis between classical and quantum-classical (or hybrid) neural network and the impact effectiveness of a compound adversarial attack.

cyber-domain-tools-ref-poc

Cyber analysis tools used in different domains of cybersecurity.

cyber_ops_analysis_tools_technique_poc

A comprehensive mapping of the Cyber Kill Chain and MITRE ATT&CK frameworks to various tools and techniques commonly used in malware analysis, reverse engineering, and software exploitation analysis.

exploratory_data_analysis_poc

A demonstration of exploartory data analysis with hypothesis testing.

fuzzy-logic-applied-routing-qos-poc

Fuzzy Logic Enhanced Network Traffic Routing with QoS

gan_mc_sim_anomaly_detect_image_poc

GAN and Monte Carlo simulation provides a powerful approach for identifying anomalies in complex datasets.

gan_mnist_gen_all_digits_poc

Generative Adversarial Network to generate handwritten digit images similar to the MNIST dataset.

gen_dga_regex_and_yara_rules_poc

A demonstration of domain generation algorithm (DGA) and determing regular expression and yara rule for each dga.

gencyber_10_sec_principles_poc

The GenCyber 10 Security First Principles are a set of fundamental best practices and guidelines for cybersecurity

google_co-lab_haarcascade_capture_poc

Capture images from your webcam and detect specific objects using pre-trained Haar Cascade classifiers

igave_toolkit_poc

The X-Force IGAVE Toolkit is a Python-based application that provides a visualization demonstration of various concepts related to innovation, market adoption, and emerging technologies.

iot_device_firmware_analysis_poc

Performs firmware analysis on a given binary file.

ml_portfolio_poc

A portfolio of machine learning algorithms that are essential and commonly used.

obfuscation_techniques_poc

Demonstrates of eight common code obfuscation techniques

opt_lru_cache_perf_poc

Cache replacement algorithms, including Least Recently Used (LRU), First In First Out (FIFO), and Enhanced Not Recently Used (ENRU).

quantinuum-hnn-compound-adv-attack-poc

A quantum-classical (or hybrid) neural network and the use of a adversarial attack mechanism. The core libraries employed are Quantinuum pytket and pytket-qiskit. torchattacks is used for the white-box, targetted, compounded adversarial attacks.

quantum-circuit-anomaly-detection-poc

A quantum anomaly detection approach using the Cirq and Pennylane libraries, designed to detect adversarial attacks on quantum circuits.

quantum-circuit-logical-gates-poc

Demonstrates the implementation of various logical gates using quantum circuits. The code utilizes three popular quantum computing libraries: Cirq, PyQuil, and ProjectQ.

quantum-circuits-poc

Quantum image classification using quantum circuits and variational classifiers on a MNIST dataset.

simple-language-model-creation-poc

A language model that generates text based on a given prompt.

simple_server_client_poc

A demonstration of command and control communications with a simple server and client configuration for Google Co-Lab

simple_web_development_poc

Simple demonstration of basic fundamentals with HTML, CSS, JavaScript

synthetic_network_traffic_simulation_poc

A simulation of network traffic using synthetic network traffic for 802.11, 3G GSM, 4G LTE, and 5G NR

win_entropy_packing_poc

Assists in analyzing Windows executable files by calculating entropy, determining entropy levels, and detecting if the executable is packed.

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