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STATE: Safe and Threatening Adversarial Trajectory Engine
NU 2025-140
INVENTORS
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Chongyang Gao
Lirika Sola Or Sholla
Natalia Denisenko
Tonmoay Deb
Valerio La Gatta
SHORT DESCRIPTION
STATE uses a GAN-based framework to generate synthetic safe and threatening drone trajectories. It helps security officials test and refine...
Published: 11/6/2025
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Inventor(s):
Keywords(s):
Category(s): Physical Sciences > Software & Services
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CADD: Context-based Audio Deepfake Detection on Real-World Audios of Public Figures
NU 2025-031
INVENTORS
Sarit Kraus*
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Julian Baldwin
Natalia Denisenko
Chongyang Gao
Marco Postiglione
Chiara Pulice
SHORT DESCRIPTION
CADD integrates audio analysis with contextual data to detect deepfake audio targeting public figures. It delivers improved detection...
Published: 11/6/2025
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Inventor(s):
Keywords(s):
Category(s): Physical Sciences > Software & Services
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GLAMP: Generative Learning for Adversarially-Robust Malware Prediction
NU 2025-002
INVENTORS
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Cristian Molinaro
Lirika Sola Or Sholla
Saurabh Kumar
SHORT DESCRIPTION
For cybersecurity firms, GLAMP is a framework that proactively generates novel malware variants to train detectors and improve defense against future attacks.
BACKGROUND
Traditional...
Published: 11/6/2025
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Inventor(s):
Keywords(s):
Category(s): Physical Sciences > Software & Services
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BotFarm: Automated Covert Social Media Influence Operations
NU 2025-001
INVENTORS
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Andrew Pulver
Andrea Pugliese
Jiazhi Zhang
Saurabh Kumar
Valerio La Gatta
Youzhi Zhang
SHORT DESCRIPTION
This technology automates covert influence campaigns on social media. It leverages reinforcement learning to balance user impact with...
Published: 11/6/2025
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Inventor(s):
Keywords(s):
Category(s): Physical Sciences > Software & Services
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GODDS: The Global Online Deepfake Detection System
NU 2024-251
INVENTORS
Sarit Kraus*
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Chiara Pulice
Chongyang Gao
Julian Baldwin
Marco Postiglione
Natalia Denisenko
SHORT DESCRIPTION
GODDS offers journalists a robust deepfake detection system that quickly analyzes audio, video, and image artifacts. It delivers...
Published: 11/6/2025
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Keywords(s):
Category(s): Physical Sciences > Software & Services
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GEM: Optimized Framework for Engaging Multimodal Digital Content Generation
NU 2023-124
INVENTORS
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Chongyang Gao
Natalia Denisenko
Soroush Vosoughi
Yiren Jian
SHORT DESCRIPTION
For digital advertisers and social media platforms, GEM generates engaging image-text pairs using an iterative, engagement-guided algorithm. It improves content...
Published: 11/6/2025
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Category(s): Physical Sciences > Software & Services
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JUST: Judicial Support Tool
NU 2023-115
INVENTORS
Venkatramanan Subrahmanian* (McCormick School of Engineering, Computer Science)
Cristian Molinaro
Maksim Bolonkin
Sayak Chakrabarty
SHORT DESCRIPTION
For judicial decision-making, JUST provides a framework for judges to record case propositions and assign belief probabilities to witness statements. It computes the k-most...
Published: 11/6/2025
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Inventor(s):
Keywords(s):
Category(s): Physical Sciences > Software & Services
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Advanced Haptic Actuators and Wearable Sensory Substitution Systems
NU 2024-099
INVENTORS
John Rogers*
SHORT DESCRIPTION
A novel wearable haptic device that leverages a bistable electromechanical design and the skin’s natural elastic energy to deliver both dynamic and static stimuli. This technology transmits a range of tactile sensations, including pressure and twisting motions, for immersive and assistive...
Published: 11/6/2025
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Inventor(s):
Keywords(s): Bioelectronics, Electronics & Circuits, Flexible electronics, Haptic, Sensors, Sensory substitution, Wearable haptics
Category(s): Physical Sciences > Engineering & Technology, Physical Sciences > Software & Services, Life Sciences > Healthcare Devices, Tools & IT, Life Sciences > Therapeutics
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Rapid Image Segmentation Pipeline for Scanning Transmission Electron Microscopy (STEM) Analysis
NU 2024-111
INVENTORS
Alexandra Lauren Day
Ankit Agrawal*
Carolin Barbara Wahl
Roberto M dos Reis
Alok Nidhi Choudhary
Chad A Mirkin
Vinayak P Dravid
SHORT DESCRIPTION
This invention introduces an automated image segmentation pipeline for fast, high-resolution 4D-STEM nanoparticle analysis.
BACKGROUND
Nanoparticle characterization via advanced scanning...
Published: 11/6/2025
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Category(s): Physical Sciences > Software & Services
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NU-CATS risk score for endometrial cancer prognosis
NU 2023-107
INVENTORS
Shuhua Zheng*
Eric Donnelly
Jonathan Strauss
SHORT DESCRIPTION
Machine learning-based new unified risk classification score (NU- CATs) for patients with endometrial cancer.
BACKGROUND
Clinically relevant classification of endometrial cancer is important for prognosis and predictions of treatment success. Traditionally,...
Published: 11/6/2025
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Inventor(s):
Keywords(s): Cancer/Oncology, Endometrial cancer
Category(s): Life Sciences > Healthcare Devices, Tools & IT, Physical Sciences > Software & Services
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