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MAXISIQ RESEARCH
Covering emerging technologies to solve today’s challenging problems.
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Machine Learning To Identify Probable Cyber Threats
Machine Learning To Identify Probable Cyber Threats
Gaining Insight as to which APTs may Target You
MAXISIQ Research
Jan 30
Simplifying Machine Learning Experiment Tracking
Simplifying Machine Learning Experiment Tracking
A Streamlined Approach
MAXISIQ Research
Oct 27, 2023
Growing Graphs for Supervised Tasks
Growing Graphs for Supervised Tasks
Using Neural Cellular Automata, Evolutionary Algorithms, and Graphs to Classify
MAXISIQ Research
Oct 23, 2023
A Comprehensive Solution to Combat Cyberbullying
A Comprehensive Solution to Combat Cyberbullying
Harnessing Machine Learning, Mobile Technology, and Automated Blocking for a Safer Online Environment
MAXISIQ Research
Oct 6, 2023
Rethinking the Imperative of Model Distillation
Rethinking the Imperative of Model Distillation
Exploring Language Modeling with Metric Learning
MAXISIQ Research
Aug 22, 2023
Searching for Gremlins in Sensor Streams
Searching for Gremlins in Sensor Streams
Detecting Anomalies in Cyber-Physical Systems with Limited Data
MAXISIQ Research
Feb 3, 2023
Self-Healing Computer Networks
Self-Healing Computer Networks
Using Deep Reinforcement Learning to Remove Anomalous Network Nodes
MAXISIQ Research
Dec 5, 2022
Forecasting Network Traffic with Efficient Transformers
Forecasting Network Traffic with Efficient Transformers
Does Pre-Training on Large Scale Network Flow Data Improve Forecasts?
MAXISIQ Research
Nov 1, 2022
Pre-Training Neural Networks is Not Always Beneficial
Pre-Training Neural Networks is Not Always Beneficial
Exploring NLP Self-Supervised Objectives on NetFlow v9
MAXISIQ Research
Oct 2, 2022
Deploying AI/ML Network Security Applications at Enterprise Scale
Deploying AI/ML Network Security Applications at Enterprise Scale
When Python is Not Enough, Use Elixir
MAXISIQ Research
Aug 31, 2022
Finding Federal Opportunities with AI/ML
Finding Federal Opportunities with AI/ML
Using advancements in NLP to identify interesting leads in the Federal space
MAXISIQ Research
Mar 9, 2022
Ensuring large file transfers over unreliable unidirectional links.
Ensuring large file transfers over unreliable unidirectional links.
Applying improved Low Density Parity Check (LDPC) codes to ensure reliable, efficient large-file delivery over lossy, unidirectional links
Michael Roman
Feb 18, 2022
What Machines Do When No One is Looking
What Machines Do When No One is Looking
How we use GPT-2 to detect when system processes go rouge
Michael Roman
Feb 9, 2022
Can ML improve rule based monitoring systems?
Can ML improve rule based monitoring systems?
ML is the perfect solution to identify anomalous rule sums.
Michael Roman
Nov 29, 2021
Deploying AI Models is Such a Headache
Deploying AI Models is Such a Headache
AIMO is an aspirin for AI model deployment.
Michael Roman
Nov 17, 2021
Using GPT-2 to Solve Cybersecurity Problems
Using GPT-2 to Solve Cybersecurity Problems
Yes, NLP really can be used to prevent cyber threats
Michael Roman
Nov 4, 2021
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