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Data poisoning–the process by which an attacker takes control of a model by making imperceptible changes to a subset of the …
Preprint
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Paper-intensive industries like insurance, law, and government have long leveraged optical character recognition (OCR) to automatically …
Winter Conference on Applications of Computer Vision (WACV 2020)
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Targeted clean-label poisoning is a type of adversarial attack on machine learning systems where the adversary injects a few …
Preprint
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The power of neural networks lies in their ability to generalize to unseen data, yet the underlying reasons for this phenomenon remains …
Preprint
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Clean-label poisoning attacks inject innocuous looking (and correctly labeled) poison images into training data, causing a model to …
International Conference on Machine Learning (ICML 2019)
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A wide range of defenses have been proposed to harden neural networks against adversarial attacks. However, a pattern has emerged in …
International Conference on Learning Representations (ICLR 2019)
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Data poisoning is an attack on machine learning models wherein the attacker adds examples to the training set to manipulate the …
Neural Information Processing Systems (NeurIPS 2018)
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Inherent risk scoring is an important function in anti-money laundering, used for determining the riskiness of an individual during …
Neural Information Processing Systems (NeurIPS 2018) Workshop
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High resolution time-of-flight mass spectrometers (TOFMSs) have broad potential application in space exploration. We propose a novel …
IEEE Aerospace Conference 2018
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This thesis discusses a series of advances toward - and resulting in - the demonstration of the first ultrafast THz-driven electron …
PhD Thesis
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Ultrashort electron beams with a narrow energy spread, high charge, and low jitter are essential for resolving phase transitions in …
Optica
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Femtosecond electron bunches with keV energies and eV energy spread are needed by condensed matter physicists to resolve state …
Nature Scientific Reports
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The cost, size and availability of electron accelerators are dominated by the achievable accelerating gradient. Conventional …
Nature Communications
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A cryogenic composite-thin-disk amplifier with amplified spontaneous emission (ASE) rejection is implemented that overcomes traditional …
Optics Letters
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A model for terahertz (THz) generation by optical rectification using tilted-pulse-fronts is developed. It simultaneously accounts for …
Optics Express
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We report, and review in detail, experiments resulting in a record 3.7% optical-to-terahertz (THz) conversion efficiency by optical …
Journal of Modern Optics
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Terahertz (THz) generation by optical rectification (OR) using tilted-pulse-fronts is studied. A one-dimensional (1-D) model which …
Optics Express
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The great difficulty of producing high intensity radiation in the terahertz (THz) spectral region by conventional electronics has …
Masters Thesis
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Beam steering at high speed and high power is demonstrated from a 6-element optical phased array using coherent beam combining (CBC) …
Optics Express
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Solid State Diode Laser Technology Review
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