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followers: 3.0 following: 16.0 repos: 46.0 gists: 0.0

Name: Eric Yocam

Type: User

Company: Freelance

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.

detect_bias_in_nn_classifiers_gans_delphi_poc

Implements a Delphi of GANs approach to detect bias in pre-trained language models and provides a novel way to assess and compare bias levels in different models across multiple dimensions such as gender, racial, and age bias

elf-files-exe-lib-obj-info-poc

Generates Executable and Linkable Format files for different types (executable, shared, and object) and versions (32-bit and 64-bit).

encrypt_aes_keys_with_falcon_crypto_sig_poc

Implements a multi-level approach to image encryption and signing using post-quantum cryptographic techniques, with a focus on the FALCON (Fast-Fourier Lattice-based Compact Signatures over NTRU) algorithm for digital signatures.

encrypt_aes_keys_with_lattice_sig_poc

Demonstrates a combination of 2D-Discrete Wavelet Transform (2D-DWT) with post-quantum cryptographic techniques, including a simulated version of the Falcon signature algorithm, for securing images.

encrypt_aes_keys_with_lwe_poc

Demonstrates a multi-level encryption approach for securing images by combining traditional cryptographic techniques with post-quantum encryption methods.

exploratory_data_analysis_poc

A demonstration of exploartory data analysis with hypothesis testing.

find_random_point_in_circle_diff_meth_poc

Compares four different methods for generating uniformly distributed random points within a unit circle

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

gis_unemploy_interactive_poc

Creates an interactive visualization of unemployment data for Washington and California State counties. It combines geographical data with unemployment statistics to produce a choropleth map and a detailed table.

google_co-lab_haarcascade_capture_poc

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

hnn_attack_three_diff_defense_choices_poc

Hybrid neural network is protected against adversarial attacks using various defense techniques, including input transformation, randomization, and adversarial training.

hnn_attack_two_diff_defense_choices_poc

Hybrid neural network model is protected against adversarial attacks using either adversarial training or randomization defense techniques

huggingface-model-metadata-blockchain-poc

Registration of pre-trained models found on Hugging Face using blockchain technology

ibm-qiskit_image_processing_poc

Demonstrates basic quantum image processing techniques using Qiskit

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.

malware_family_sql_db_with_menus_poc

Allows users to create, manage, and interact with a database of malware families

ml_portfolio_poc

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

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