2025-02-06
Unified Speech and Language Models Can Be Vulnerable to Adversarial Attacks
This study investigates the safety and robustness of integrated speech and language models (SLMs) that follow speech instructions. It demonstrates that adversarial attacks—both white-box and transfer-based—can jailbreak SLM safety guardrails...
SLMs Outperform Competitors Yet Suffer Rapid Adversarial Jailbreaks
This section discusses the results and insights from evaluating our SpeechVerse SLMs. Our models outperform competitors like SpeechGPT, showing over 40% better safety and 20% improved helpfulness, thanks to effective...
Applying Modern Technology to Business: Shoyu Ro’s Path to Success
Shoyu Ro’s journey from an intern to a tech entrepreneur showcases his expertise in AI and SaaS. He led major projects at AnyMind and FLUX before founding LR Inc., where...
Adversarial Settings and Random Noise Reveal Speech LLM Vulnerabilities
This section details the attack and countermeasure settings for SpeechVerse. Using a step size of 0.00001 and up to 100 iterations with early-stopping on unsafe responses, adversarial attacks are run...
Datasets and Evaluation Define the Robustness of Speech Language Models
This section describes the datasets and evaluation methods for SpeechVerse. The training data includes 2.5K hours of ASR speech-text pairs and 150 hours of Spoken QA pairs generated via TTS....
Adversarial Attacks Challenge the Integrity of Speech Language Models
This section details adversarial attacks and defenses for spoken QA in speech language models (SLMs). It explains white-box attacks using gradient-based methods like PGD and transfer attacks via cross-model and...
A huge list of trans Girl Scouts who are selling Girl Scout...
A huge list of trans Girl Scouts who are selling Girl Scout Cookies. “Please consider choosing a trans girl scout to get your cookies from this year — the kids...
The HackerNoon Newsletter: Space Telescopes Might Be Seeing More Than They Bargained For (2/6/2025)
How are you, hacker? 🪐 What’s happening in tech today, February 6, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, we present you...
HackerNoon Decoded 2024: Celebrating Our Startups Community!
Welcome to HackerNoon Decoded—the ultimate recap of the Startups' stories, writers, and trends that defined 2024! Explore the top Startups' stories that captivated our readers, meet the leading writers who...
Why Gas Fees Drop as Transaction Volumes Increase on zkSync
The analysis reveals that on L2 rollups like zkSync, gas fees tend to decrease as transaction volumes rise, due to transaction batching and compression. ZK rollups like zkSync are particularly...
What Makes or Breaks Product Strategy
A comprehensive product strategy overview, from dangerous mistakes to leading practices
Unsurprisingly, it would be bad if Elon Musk breaks into the computer...
Unsurprisingly, it would be bad if Elon Musk breaks into the computer systems of the National Nuclear Security Administration. “It has all manner of sensitive information on hand, including nuclear-weapon...
Mitigating the Effects of Photobombing in Exoplanet Observations
Photobombing from neighboring planets complicates exoplanet observations, but strategies like larger telescopes, improved detector sampling, multi-epoch observations, and advanced spectroscopy can help mitigate these issues.
How Nearby Planets Impact the Spectra of Earth-like Exoplanets
Photobombing by neighboring planets, such as the Moon or Mars, introduces noise and flux variations in the spectra of Earth-like exoplanets, making it harder to detect molecular biosignatures and leading...
How Planets 'Photobomb' Earth's View in Space Telescope Observations
This study highlights how photobombing by neighboring planets, including the Moon, affects the observation of Earth-like exoplanets using space telescopes, complicating the detection of biosignatures, especially at longer wavelengths and...
How Other Planets and Their Moons Sabotage Our Search for Earth Twins
This study explores how the diffraction limit of 6m space telescopes can blur the images of exoplanets, potentially causing “photobombing” by nearby planets and moons, complicating the search for Earth-like...
Space Telescopes Might Be Seeing More Than They Bargained For
This study explores how diffraction limits of space telescopes can cause “photobombing” by nearby planets and moons, potentially contaminating exoplanet observations and complicating the detection of biosignatures.
Inscriptions Trading and Gas Fee Analysis of the zkSync Era
The trading of zkSync Era's zrc-20 sync and era-20 bgnt tokens shows differing activity levels, with era-20 bgnt having more buy transactions. Trading at low prices remains viable due to...
Meet Exohood Labs, Avilo, and Luna AI: HackerNoon Startups of the Week
Welcome to HackerNoon Startups of the Week! Each week, the HackerNoon team showcases a list of startups from our Startups of The Year database. All these startups have been nominated...
AI, psychology, and the future of customer support: Insights from Synthesia’s Head of Support
Constantina Samara, Head of Customer Support at Synthesia on how her background in psychology informs her approach to AI-driven customer service and how Synthesia is leveraging AI to enhance both...
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