<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://neuralsec.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://neuralsec.github.io/" rel="alternate" type="text/html" /><updated>2026-07-07T23:32:27+10:00</updated><id>https://neuralsec.github.io/feed.xml</id><title type="html">Home</title><subtitle>Machine Learning Security &amp; Privacy</subtitle><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><entry><title type="html">Revisiting Certified Robustness and its Barriers</title><link href="https://neuralsec.github.io/posts/2023-05-15-blog-post" rel="alternate" type="text/html" title="Revisiting Certified Robustness and its Barriers" /><published>2023-05-15T00:00:00+10:00</published><updated>2023-05-15T00:00:00+10:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2023-05-15-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/576660172">Zhihu</a>.</p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="Randomized smoothing" /><category term="Certified robustness" /><summary type="html"><![CDATA[Link to Zhihu.]]></summary></entry><entry><title type="html">新年家里蹲，干脆只用keras来手撸一个VAEGAN吧</title><link href="https://neuralsec.github.io/posts/2020-09-12-blog-post" rel="alternate" type="text/html" title="新年家里蹲，干脆只用keras来手撸一个VAEGAN吧" /><published>2020-09-12T00:00:00+10:00</published><updated>2020-09-12T00:00:00+10:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2020-09-12-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/104049963">Zhihu</a>.</p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="Keras" /><category term="Python" /><summary type="html"><![CDATA[Link to Zhihu.]]></summary></entry><entry><title type="html">Lipchitz连续性与深度学习安全</title><link href="https://neuralsec.github.io/posts/2020-07-16-blog-post" rel="alternate" type="text/html" title="Lipchitz连续性与深度学习安全" /><published>2020-07-16T00:00:00+10:00</published><updated>2020-07-16T00:00:00+10:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2020-07-16-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/45225784">Zhihu</a></p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="AML" /><summary type="html"><![CDATA[Link to Zhihu]]></summary></entry><entry><title type="html">机器学习安全V2.0 - Beyond Adversarial Examples</title><link href="https://neuralsec.github.io/posts/2019-03-10-blog-post" rel="alternate" type="text/html" title="机器学习安全V2.0 - Beyond Adversarial Examples" /><published>2020-03-10T00:00:00+11:00</published><updated>2020-03-10T00:00:00+11:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2019-03-10-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/58397306">Zhihu</a>.</p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="AML" /><summary type="html"><![CDATA[Link to Zhihu.]]></summary></entry><entry><title type="html">生成模型与对抗样本——变分自编码器简介及其有趣性质</title><link href="https://neuralsec.github.io/posts/2019-10-25-blog-post" rel="alternate" type="text/html" title="生成模型与对抗样本——变分自编码器简介及其有趣性质" /><published>2019-10-25T00:00:00+11:00</published><updated>2019-10-25T00:00:00+11:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2019-10-25-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/82420402">Zhihu</a>.</p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="AML" /><summary type="html"><![CDATA[Link to Zhihu.]]></summary></entry><entry><title type="html">ICML 2018最佳论文简析</title><link href="https://neuralsec.github.io/posts/2019-01-17-blog-post" rel="alternate" type="text/html" title="ICML 2018最佳论文简析" /><published>2019-01-17T00:00:00+11:00</published><updated>2019-01-17T00:00:00+11:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2019-01-17-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/55121512">Zhihu</a>.</p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="AML" /><summary type="html"><![CDATA[Link to Zhihu.]]></summary></entry><entry><title type="html">简谈对抗样本</title><link href="https://neuralsec.github.io/posts/2018-10-24-blog-post" rel="alternate" type="text/html" title="简谈对抗样本" /><published>2018-10-24T00:00:00+11:00</published><updated>2018-10-24T00:00:00+11:00</updated><id>https://neuralsec.github.io/posts/blog-post</id><content type="html" xml:base="https://neuralsec.github.io/posts/2018-10-24-blog-post"><![CDATA[<p>Link to <a href="https://zhuanlan.zhihu.com/p/44769416">Zhihu</a>.</p>]]></content><author><name>Derui (Derek) Wang</name><email>derui.wang.edu@gmail.com</email><uri>https://people.csiro.au/W/D/derek-wang</uri></author><category term="AML" /><summary type="html"><![CDATA[Link to Zhihu.]]></summary></entry></feed>