-
Notifications
You must be signed in to change notification settings - Fork 1
/
this-week-in-artificial-intelligence-security-31-of-2016.html
189 lines (166 loc) · 10.1 KB
/
this-week-in-artificial-intelligence-security-31-of-2016.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>This week in Artificial Intelligence & Security - #31 of 2016</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="">
<meta name="author" content="Marina von Steinkirch">
<!-- Le styles -->
<link rel="stylesheet" href="./theme/css/bootstrap.dark.css" type="text/css" />
<style type="text/css">
body {
padding-top: 60px;
padding-bottom: 40px;
}
.tag-1 {
font-size: 13pt;
}
.tag-2 {
font-size: 11pt;
}
.tag-2 {
font-size: 10pt;
}
.tag-4 {
font-size: 8pt;
}
</style>
<link href="./theme/css/bootstrap-responsive.dark.css" rel="stylesheet">
<link href="./theme/css/font-awesome.css" rel="stylesheet">
<link href="./theme/css/pygments.css" rel="stylesheet">
<!-- Le fav and touch icons -->
<link rel="shortcut icon" href="./theme/images/favicon.ico">
<link rel="apple-touch-icon" href="./theme/images/apple-touch-icon.png">
<link rel="apple-touch-icon" sizes="72x72" href="./theme/images/apple-touch-icon-72x72.png">
<link rel="apple-touch-icon" sizes="114x114" href="./theme/images/apple-touch-icon-114x114.png">
<link href="./feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="chmod +x singularity.sh ATOM Feed" />
</head>
<body>
<div class="navbar navbar-fixed-top">
<div class="navbar-inner">
<div class="container-fluid">
<a class="btn btn-navbar" data-toggle="collapse" data-target=".nav-collapse">
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</a>
<a class="brand" href="./index.html">chmod +x singularity.sh </a>
<div class="nav-collapse">
<ul class="nav">
<li class="divider-vertical"></li>
<ul class="nav pull-right">
<li><a href="./authors.html">About</a></li>
<li><a href="./archives.html"><b>Archives</b></a></li>
<li>
<a href="https://github.com/bt3gl">github
<!--<i class="icon-github-sign icon-large" ></i>-->
</a></li>
<li>
<a href="https://twitter.com/1bt337">
<!--<i class="icon-twitter-sign icon-large"></i> -->
twitter
</a></li>
<li><a href="http://bt3gl.github.io/projects_page/index.html">Bygone Playful Times
</a></li>
</ul>
</ul>
<!--<p class="navbar-text pull-right">Logged in as <a href="#">username</a></p>-->
</div><!--/.nav-collapse -->
</div>
</div>
</div>
<div class="container-fluid">
<div class="row">
<div class="span9" id="content">
<section id="content">
<article>
<header>
<h1>
<a href=""
rel="bookmark"
title="Permalink to This week in Artificial Intelligence & Security - #31 of 2016">
This week in Artificial Intelligence & Security - #31 of 2016
</a>
</h1>
</header>
<div class="entry-content">
<div class="well">
<footer class="post-info">
<abbr class="published" title="2016-08-06T00:00:00">
Sat 06 August 2016 </abbr>
<span class="label"> Category</span>
<a href="./category/ai-ml-security.html"><i class="icon-folder-open"></i>AI & ML, Security</a>
</footer><!-- /.post-info --> </div>
<p><img alt="cyberpunk" height="300px" src="./cyberpunk/1.jpeg" width="400px" /></p>
<h2>Papers</h2>
<ul>
<li><a href="https://arxiv.org/abs/1607.08022">Instance Normalization: The Missing Ingredient for Fast Stylization (Ulyanov, <em>et. al</em>, 2016)</a>.</li>
<li><a href="http://www.creativeai.net/posts/CjrYHppotnFXbeWW8/learning-semantic-deformation-flows-with-3d-convolutional">Learning Semantic Deformation Flows with 3D Convolutional Networks </a>.</li>
</ul>
<h2>News</h2>
<ul>
<li><a href="http://aiimpacts.org/costs-of-extinction-risk-mitigation/">Costs of extinction risk mitigation</a>. A Cost-Benefit Analysis of the extinction risk mitigation, claiming that the annual cost of reducing the probability of human extinction by 0.01% is within the range of $1.1 billion to $3.5 trillion. </li>
<li><a href="http://r2rt.com/written-memories-understanding-deriving-and-extending-the-lstm.html">Written Memories: Understanding, Deriving and Extending the LSTM</a>.</li>
<li><a href="https://medium.com/technologymadeeasy/the-best-explanation-of-convolutional-neural-networks-on-the-internet-fbb8b1ad5df8#.4on1g3268">(Self-titled) The best explanation of Convolutional Neural Networks on the Internet</a>.</li>
<li><a href="http://nuit-blanche.blogspot.com/2016/08/secure-group-testing.html">Secure Group Testing</a>.</li>
<li><a href="http://www.theverge.com/2016/7/13/12172904/facebook-ai-big-sur-machine-learning-prineville-data-center">Exploring Facebook’s massive, picture-painting AI brain</a>. A 350,000-square-foot building with Facebook’s most valuable artificial intelligence tools, Big Sur. </li>
<li><a href="https://code.facebook.com/posts/1687861518126048/facebook-to-open-source-ai-hardware-design/?_fb_noscript=1">Facebook to open-source AI hardware design</a>. Facebook's Open Compute Project GPU hardware contribution, FAIR, which has achieved lots of advancements in the development of AI training hardware.</li>
<li><a href="http://arstechnica.com/science/2016/07/algorithms-used-to-study-brain-activity-may-be-exaggerating-results/">Software faults raise questions about the validity of brain studies</a>.</li>
<li><a href="http://prefrontal.org/files/posters/Bennett-Salmon-2009.pdf">Neural correlates of interspecies perspective taking in the post-mortem Atlantic Salmon: An argument for multiple comparisons correction</a>. Researchers show claims showing that the interpretation of functional MRI data is questionable.</li>
<li><a href="https://sarahjamielewis.com/posts/adversarial-machine-learning.html">Adversarial Machine Learning for Security</a>. A marvelous introduction to AML, with several references.</li>
<li><a href="http://deepdrive.io/">DeepDrive: self-driving car AI</a>. DNN resources for self-driving car, including integration with OpenAI Gym.</li>
<li><a href="https://intelligence.org/2016/08/02/2016-summer-program-recap/">2016 summer program recap</a>. A Colloquium Series on Robust and Beneficial AI (CSRBAI) at the MIRI office, co-hosted with the Oxford Future of Humanity Institute. </li>
<li><a href="http://www.benjamintd.com/blog/spynet/">Teaching an AI to write Python code with Python code</a>.</li>
</ul>
<h2>Videos</h2>
<ul>
<li><a href="https://www.blackhat.com/docs/us-16/materials/us-16-Wolff-Applied-Machine-Learning-For-Data-Exfil-And-Other-Fun-Topics.pdf">Black Hat 2016: Applied Machine Learning for Data Exfil and Other Fun Topics</a>. Cylance's researchers show some examples of how they apply K-means, Decision Trees, and Markov Chains to security's problems.</li>
<li><a href="https://www.blackhat.com/docs/us-16/materials/us-16-Berlin-An-AI-Approach-To-Malware-Similarity-Analysis-Mapping-The-Malware-Genome-With-A-Deep-Neural-Network.pdf">Black Hat 2016: An AI approach to Malware Similarity Analysis</a>. Invincea Lab's Researcher shows how they use supervised learning approaches to extract features in Malware data.</li>
<li><a href="https://www.youtube.com/watch?v=T1O3ikmTEdA&feature=youtu.be&t=10m56s">Peter Norvig: How Computers Learn</a>. Great introduction and review of AI and ML's history.</li>
</ul>
<h2>Events</h2>
<ul>
<li><a href="https://www.reddit.com/r/MachineLearning/comments/4v58b2/google_brain_will_be_doing_an_ama_in/">Google Brain will be doing an AMA in August 11st</a>.</li>
</ul>
<h2>Tools</h2>
<ul>
<li><a href="http://norvig.com/ipython/README.html">List of IPython (Jupyter) Notebooks by Peter Norvig</a>. </li>
<li><a href="https://github.com/cchio/deep-pwning">Deep Pwning: Metasploit for machine learning</a>.</li>
<li><a href="https://github.com/jcjohnson/cnn-benchmarks">Benchmarks for popular CNN models</a>.</li>
</ul>
<h2>Videos</h2>
<ul>
<li><a href="https://www.youtube.com/watch?v=GWn7vD2Ud3M">Build an Autoencoder in 5 Min</a>.</li>
</ul>
<p><img alt="cyberpunk" height="600px" src="./draws/data1.png" width="900px" />
<img alt="cyberpunk" height="600px" src="./draws/data2.png" width="900px" />
<img alt="cyberpunk" height="600px" src="./draws/data3.png" width="900px" /></p>
</div><!-- /.entry-content -->
<div class="comments">
<h2>Comments !</h2>
<div id="disqus_thread"></div>
<script type="text/javascript">
var disqus_identifier = "this-week-in-artificial-intelligence-security-31-of-2016.html";
(function() {
var dsq = document.createElement('script');
dsq.type = 'text/javascript'; dsq.async = true;
dsq.src = 'http://bt3gl.disqus.com/embed.js';
(document.getElementsByTagName('head')[0] ||
document.getElementsByTagName('body')[0]).appendChild(dsq);
})();
</script>
</div>
</article>
</section>
</div><!--/span-->
</div><!--/row-->
<footer>
<address id="about">
</address><!-- /#about -->
</footer>
</div><!--/.fluid-container-->
<script src="./theme/js/jquery-1.7.2.min.js"></script>
<script src="./theme/js/bootstrap.min.js"></script>
</body>
</html>