Easily Fooling Deep Neural Networks
Data Skeptic16 Jan 2015

Easily Fooling Deep Neural Networks

My guest this week is Anh Nguyen, a PhD student at the University of Wyoming working in the Evolving AI lab. The episode discusses the paper Deep Neural Networks are Easily Fooled [pdf] by Anh Nguyen, Jason Yosinski, and Jeff Clune. It describes a process for creating images that a trained deep neural network will mis-classify. If you have a deep neural network that has been trained to recognize certain types of objects in images, these "fooling" images can be constructed in a way which the network will mis-classify them. To a human observer, these fooling images often have no resemblance whatsoever to the assigned label. Previous work had shown that some images which appear to be unrecognizable white noise images to us can fool a deep neural network. This paper extends the result showing abstract images of shapes and colors, many of which have form (just not the one the network thinks) can also trick the network.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(601)

I LLM and You Can Too

I LLM and You Can Too

It took a massive financial investment for the first large language models (LLMs) to be created.  Did their corporate backers lock these tools away for all but the richest?  No.  They provided comodit...

23 Des 202323min

Q&A with Kyle

Q&A with Kyle

We celebrate episode 1000000000 with some Q&A from host Kyle Polich.  We boil this episode down to four key questions: 1) How do you find guests 2) What is Data Skeptic all about? 3) What is Kyle all ...

19 Des 202340min

LLMs for Data Analysis

LLMs for Data Analysis

In this episode, we are joined by Amir Netz, a Technical Fellow at Microsoft and the CTO of Microsoft Fabric. He discusses how companies can use Microsoft's latest tools for business intelligence. Ami...

12 Des 202329min

AI Platforms

AI Platforms

Our guest today is Eric Boyd, the Corporate Vice President of AI at Microsoft. Eric joins us to share how organizations can leverage AI for faster development. Eric shared the benefits of using natura...

4 Des 202333min

Deploying LLMs

Deploying LLMs

We are excited to be joined by Aaron Reich and Priyanka Shah. Aaron is the CTO at Avanade, while Priyanka leads their AI/IoT offering for the SEA Region. Priyanka is also the MVP for Microsoft AI. The...

27 Nov 202335min

A Survey Assessing Github Copilot

A Survey Assessing Github Copilot

In this episode, we are joined by Jenny Liang, a PhD student at Carnegie Mellon University, where she studies the usability of code generation tools. She discusses her recent survey on the usability o...

20 Nov 202326min

Program Aided Language Models

Program Aided Language Models

We are joined by Aman Madaan and Shuyan Zhou. They are both PhD students at the Language Technology Institute at Carnegie Mellon University. They join us to discuss their latest published paper, PAL: ...

13 Nov 202332min

Which Programming Language is ChatGPT Best At

Which Programming Language is ChatGPT Best At

In this episode, we have Alessio Buscemi, a software engineer at Lifeware SA. Alessio was a post-doctoral researcher at the University of Luxembourg. He joins us to discuss his paper, A Comparative St...

6 Nov 202340min

Populært innen Vitenskap

fastlegen
tingenes-tilstand
jss
forskningno
rekommandert
sinnsyn
rss-paradigmepodden
villmarksliv
nevropodden
rss-zahid-ali-hjelper-deg
kvinnehelsepodden
vett-og-vitenskap-med-gaute-einevoll
tidlose-historier
liberal-halvtime
fjellsportpodden
rss-inn-til-kjernen-med-sunniva-rose
nordnorsk-historie
rss-overskuddsliv
rss-rekommandert
pod-britannia