* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Friday, August 29, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    ‘Big Brother’s’ Rylie Jeffries Finally Speaks Out on Katherine Woodman Controversy – El Paso Inc.

    Big Brother’s Rylie Jeffries Finally Speaks Out on Katherine Woodman Controversy

    ‘SNL’ Parts Ways With Emil Wakim Amid Rumored Season 51 Cast Shakeup – yahoo.com

    SNL Shakes Up Season 51 Cast with Emil Wakim’s Surprising Exit

    Do you have a favorable or an unfavorable opinion of Taylor Swift? – YouGov

    Do You Love Taylor Swift or Not? Share Your Thoughts!

    Upload Season 4 Review – yahoo.com

    Upload Season 4 Review: A Thrilling New Chapter Unveiled

    ‘The Roses’ review: Olivia Colman, Benedict Cumberbatch sparkle in dark comedy – Yakima Herald-Republic

    The Roses’ Review: Olivia Colman and Benedict Cumberbatch Shine in Dark Comedy Delight

    ‘When Calls the Heart’ Fans All Want the Same Thing After Seeing the Show’s Latest Update – yahoo.com

    When Calls the Heart’ Fans Rally Together in Excitement Over Exciting New Update!

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Japan’s legacy LCD and chip technology find new home in India – Nikkei Asia

    How Japan’s Breakthrough LCD and Chip Technologies Are Driving Innovation in India

    ITSWC 2025: Thursday sessions guide – Traffic Technology Today

    Your Ultimate Guide to Thursday Sessions at ITSWC 2025

    MC Machinery Technology Summit Showcases Manufacturing Innovations – Modern Machine Shop

    MC Machinery Technology Summit Unveils Cutting-Edge Manufacturing Innovations

    US-ROK Technology Cooperation Faces Rising Tensions – The National Interest

    Rising Tensions Put US-South Korea Technology Partnership to the Test

    The Role of AI and Technology in Shaping the Future of Interactive Entertainment – Technology Org

    How AI and Technology Are Transforming the Future of Interactive Entertainment

    Ten upcoming sports stadiums where technology takes to the field – Dezeen

    10 Futuristic Sports Stadiums Revolutionizing the Game with Cutting-Edge Technology

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    ‘Big Brother’s’ Rylie Jeffries Finally Speaks Out on Katherine Woodman Controversy – El Paso Inc.

    Big Brother’s Rylie Jeffries Finally Speaks Out on Katherine Woodman Controversy

    ‘SNL’ Parts Ways With Emil Wakim Amid Rumored Season 51 Cast Shakeup – yahoo.com

    SNL Shakes Up Season 51 Cast with Emil Wakim’s Surprising Exit

    Do you have a favorable or an unfavorable opinion of Taylor Swift? – YouGov

    Do You Love Taylor Swift or Not? Share Your Thoughts!

    Upload Season 4 Review – yahoo.com

    Upload Season 4 Review: A Thrilling New Chapter Unveiled

    ‘The Roses’ review: Olivia Colman, Benedict Cumberbatch sparkle in dark comedy – Yakima Herald-Republic

    The Roses’ Review: Olivia Colman and Benedict Cumberbatch Shine in Dark Comedy Delight

    ‘When Calls the Heart’ Fans All Want the Same Thing After Seeing the Show’s Latest Update – yahoo.com

    When Calls the Heart’ Fans Rally Together in Excitement Over Exciting New Update!

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Japan’s legacy LCD and chip technology find new home in India – Nikkei Asia

    How Japan’s Breakthrough LCD and Chip Technologies Are Driving Innovation in India

    ITSWC 2025: Thursday sessions guide – Traffic Technology Today

    Your Ultimate Guide to Thursday Sessions at ITSWC 2025

    MC Machinery Technology Summit Showcases Manufacturing Innovations – Modern Machine Shop

    MC Machinery Technology Summit Unveils Cutting-Edge Manufacturing Innovations

    US-ROK Technology Cooperation Faces Rising Tensions – The National Interest

    Rising Tensions Put US-South Korea Technology Partnership to the Test

    The Role of AI and Technology in Shaping the Future of Interactive Entertainment – Technology Org

    How AI and Technology Are Transforming the Future of Interactive Entertainment

    Ten upcoming sports stadiums where technology takes to the field – Dezeen

    10 Futuristic Sports Stadiums Revolutionizing the Game with Cutting-Edge Technology

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Technology

We’re in the OWASP-makes-list-of-security-bug-types phase with LLM chatbots

August 3, 2023
in Technology
We’re in the OWASP-makes-list-of-security-bug-types phase with LLM chatbots
Share on FacebookShare on Twitter

The Open Worldwide Application Security Project (OWASP) has released a top list of the most common security issues with large language model (LLM) applications to help developers implement their code safely.

LLMs include foundational machine learning models, such as OpenAI’s GPT-3 and GPT-4, Google’s BERT and LaMDA 2, and Meta/Facebook’s RoBERTa that have been trained on massive amounts of data – text, images, and so on – and get deployed in applications like ChatGPT.

The OWASP Top 10 for Large Language Model Applications is a project that catalogs the most common security pitfalls so that developers, data scientists, and security experts can better understand the complexities of dealing with LLMs in their code.

Steve Wilson, chief product officer at Contrast Security and lead for the OWASP project, said more than 130 security specialists, AI experts, industry leaders, and academics contributed to the compendium of potential problems. OWASP offers other software security compilations, eg this one about web app flaws and this one about API blunders, if you’re not aware.

“The OWASP Top 10 for LLM Applications version 1.0 offers practical, actionable guidance to help developers, data scientists and security teams to identify and address vulnerabilities specific to LLMs,” Wilson wrote on LinkedIn.

“The creation of this resource involved exhaustive brainstorming, careful voting, and thoughtful refinement. It represents the practical application of our team’s diverse expertise.”

LLMs appear to reason by analogy, a cornerstone of human thinking

AI on AI action: Googler uses GPT-4 chatbot to defeat image classifier’s guardian

How to make today’s top-end AI chatbots rebel against their creators and plot our doom

Friendly AI chatbots will be designing bioweapons for criminals ‘within years’

There’s still some doubt that LLMs as currently formulated can really be secured. Issues like prompt injection – querying an LLM in a way that makes it respond in an undesirable way – can be mitigated through “guardrails” that block harmful output.

But that requires anticipating in advance what must be blocked from a model that may not have disclosed its training data. And it may be possible to bypass some of these defenses.

The project documentation makes that clear: “Prompt injection vulnerabilities are possible due to the nature of LLMs, which do not segregate instructions and external data from each other. Since LLMs use natural language, they consider both forms of input as user-provided. Consequently, there is no fool-proof prevention within the LLM…”

Nonetheless, the OWASP project suggests some mitigation techniques. Its goal is to give developers some options to keep models trained on toxic content from spewing out such stuff when asked and to be mindful of other potential problems.

The list [PDF] is:

LLM01: Prompt Injection

LLM02: Insecure Output Handling

LLM03: Training Data Poisoning

LLM04: Model Denial of Service

LLM05: Supply Chain Vulnerabilities

LLM06: Sensitive Information Disclosure

LLM07: Insecure Plugin Design

LLM08: Excessive Agency

LLM09: Overreliance

LLM10: Model Theft

Some of these risks are relevant beyond those dealing with LLMs. Supply chain vulnerabilities represent a threat that should concern every software developer using third-party code or data. But even so, those working with LLMs need to be aware that it’s more difficult to detect tampering in a black-box third-party model than in human-readable open source code.

Likewise, the possibility of sensitive data/information disclosure is something every developer should be aware of. But again, data sanitization in traditional applications tends to be more of a known quantity than in apps incorporating an LLM trained on undisclosed data.

Beyond enumerating specific risks that need to be considered, the OWASP list should also help familiarize developers with the range of LLM-based attack scenarios, which may not be obvious because they’re relatively novel and don’t get detected in the wild as often as run-of-the-mill web or application attacks.

For example, the following Training Data Poisoning scenario is proposed: “A malicious actor, or a competitor brand intentionally creates inaccurate or malicious documents which are targeted at a model’s training data. The victim model trains using falsified information which is reflected in outputs of generative AI prompts to its consumers.”

Such meddling, much discussed in academic computer science research, probably wouldn’t be top of mind for software creators interested in adding chat capabilities to an app. The point of the OWASP LLM project is to make scenarios of this sort something to fix. ®

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : The Register – https://go.theregister.com/feed/www.theregister.com/2023/08/02/owasp_llm_flaws/

Tags: OWASP-makes-list-of-security-bug-typestechnologyWe're
Previous Post

Meta says it’ll ask Euro peeps nicely before hitting them with personalized ads

Next Post

Playing instruments, musical talent? Psh, this is the 2020s – Meta has models for that now

Drayton Harbor’s bacteria problem – Washington State Department of Ecology (.gov)

Battling the Bacteria Crisis in Drayton Harbor: Essential Facts You Can’t Miss

August 29, 2025
Entomologists, Fellow Scientists Report Negative Impacts of Government Actions – Entomology Today

Entomologists and Scientists Reveal Alarming Consequences of Recent Government Actions

August 28, 2025
Scientists Reveal What’s Inside Mars: It’s Chunky, With a History of Violence – ScienceAlert

Scientists Reveal Mars’ Chunky Interior and Turbulent History

August 28, 2025
These simple life changes can prevent diabetes and dementia – Earth.com

Easy Lifestyle Changes to Lower Your Risk of Diabetes and Dementia

August 28, 2025
Japan’s legacy LCD and chip technology find new home in India – Nikkei Asia

How Japan’s Breakthrough LCD and Chip Technologies Are Driving Innovation in India

August 28, 2025
Sports Betting Market Forecast and Company Analysis Report 2025-2033 Featuring 888, Bet365, Bet-at-Home, Betfred, Betsson, DraftKings, Entain, Flutter, International Game Technology, Kindred Group – Yahoo Finance

Sports Betting Market Outlook 2025-2033: In-Depth Analysis of Leading Industry Players

August 28, 2025
Meet The World’s Best Management Consulting Firms 2025 – Forbes

Explore the Leading Management Consulting Firms Shaping 2025

August 28, 2025
US Economy: 2Q GDP Rises to 3.3%, Jobless Claims Fall – Yahoo Finance

US Economy: 2Q GDP Rises to 3.3%, Jobless Claims Fall – Yahoo Finance

August 28, 2025
‘Big Brother’s’ Rylie Jeffries Finally Speaks Out on Katherine Woodman Controversy – El Paso Inc.

Big Brother’s Rylie Jeffries Finally Speaks Out on Katherine Woodman Controversy

August 28, 2025
Healthy Diet, Physical Activity Improve Alcohol-Related Liver Health – HCPLive

How Healthy Eating and Exercise Can Transform Alcohol-Related Liver Health

August 28, 2025

Categories

Archives

August 2025
MTWTFSS
 123
45678910
11121314151617
18192021222324
25262728293031
« Jul    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (795)
  • Economy (814)
  • Entertainment (21,693)
  • General (16,728)
  • Health (9,855)
  • Lifestyle (828)
  • News (22,149)
  • People (815)
  • Politics (822)
  • Science (16,024)
  • Sports (21,313)
  • Technology (15,795)
  • World (796)

Recent News

Drayton Harbor’s bacteria problem – Washington State Department of Ecology (.gov)

Battling the Bacteria Crisis in Drayton Harbor: Essential Facts You Can’t Miss

August 29, 2025
Entomologists, Fellow Scientists Report Negative Impacts of Government Actions – Entomology Today

Entomologists and Scientists Reveal Alarming Consequences of Recent Government Actions

August 28, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version