-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathindex.html
More file actions
356 lines (345 loc) · 17.3 KB
/
Copy pathindex.html
File metadata and controls
356 lines (345 loc) · 17.3 KB
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
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
<!doctype html>
<html lang="en-GB">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Dependable Intelligent Systems Research Centre | University of Hull</title>
<meta name="description" content="Dependable Intelligent Systems Research Centre at the University of Hull: safety, reliability, security and trustworthy AI for complex intelligent systems.">
<meta name="keywords" content="Dependable Intelligent Systems, DEIS, University of Hull, trustworthy AI, SafeML, XWHY, HiP-HOPS, safety engineering, systems of systems, autonomous systems">
<meta name="author" content="Dependable Intelligent Systems Research Centre, University of Hull">
<meta name="robots" content="index, follow, max-image-preview:large">
<link rel="canonical" href="https://dependable-intelligent-systems-lab.github.io/">
<meta property="og:type" content="website">
<meta property="og:title" content="Dependable Intelligent Systems Research Centre">
<meta property="og:description" content="Researching dependable, safe and trustworthy intelligent systems at the University of Hull.">
<meta property="og:url" content="https://dependable-intelligent-systems-lab.github.io/">
<meta property="og:image" content="https://dependable-intelligent-systems-lab.github.io/assets/images/deis-research-hero.webp">
<meta name="twitter:card" content="summary_large_image">
<meta name="theme-color" content="#062c33">
<link rel="stylesheet" href="assets/css/styles.css">
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "ResearchOrganization",
"@id": "https://dependable-intelligent-systems-lab.github.io/#deis",
"name": "Dependable Intelligent Systems Research Centre",
"alternateName": ["DEIS", "Dependable Intelligent Systems Lab"],
"url": "https://dependable-intelligent-systems-lab.github.io/",
"description": "The Dependable Intelligent Systems Research Centre at the University of Hull researches safety, reliability, security, privacy and assurance for advanced intelligent systems.",
"parentOrganization": {
"@type": "CollegeOrUniversity",
"name": "University of Hull",
"url": "https://www.hull.ac.uk/"
},
"address": {
"@type": "PostalAddress",
"streetAddress": "Cottingham Road",
"addressLocality": "Hull",
"postalCode": "HU6 7RX",
"addressCountry": "GB"
},
"telephone": "+44 1482 346311",
"email": "Info@deis-hull.com",
"sameAs": [
"https://www.deis-hull.com/",
"https://www.hull.ac.uk/research/centres/dependable-intelligent-systems",
"https://github.com/Dependable-Intelligent-Systems-Lab"
],
"knowsAbout": [
"Dependability",
"Trustworthy artificial intelligence",
"Safety engineering",
"Systems of Systems",
"Autonomous systems",
"Machine learning safety",
"Generative AI assurance",
"Explainable AI"
],
"member": [
{"@type": "Person", "name": "Yiannis Papadopoulos", "jobTitle": "Professor of Computer Science and Lead"},
{"@type": "Person", "name": "Koorosh Aslansefat", "jobTitle": "Assistant Professor and Co-Lead"},
{"@type": "Person", "name": "David Parker", "jobTitle": "Senior Lecturer"},
{"@type": "Person", "name": "Zhibao Mian", "jobTitle": "Lecturer in Computer Science"}
]
},
{
"@type": "WebSite",
"@id": "https://dependable-intelligent-systems-lab.github.io/#website",
"url": "https://dependable-intelligent-systems-lab.github.io/",
"name": "Dependable Intelligent Systems Research Centre",
"publisher": {"@id": "https://dependable-intelligent-systems-lab.github.io/#deis"}
},
{
"@type": "WebPage",
"@id": "https://dependable-intelligent-systems-lab.github.io/#webpage",
"url": "https://dependable-intelligent-systems-lab.github.io/",
"name": "Dependable Intelligent Systems Research Centre",
"isPartOf": {"@id": "https://dependable-intelligent-systems-lab.github.io/#website"},
"about": {"@id": "https://dependable-intelligent-systems-lab.github.io/#deis"}
}
]
}
</script>
</head>
<body>
<a class="skip-link" href="#main">Skip to content</a>
<header class="site-header" data-header>
<nav class="nav" aria-label="Primary">
<a class="brand" href="#top" aria-label="Dependable Intelligent Systems home">
<span class="brand-mark">DEIS</span>
<span class="brand-text">
<strong>Dependable Intelligent Systems</strong>
<span>University of Hull</span>
</span>
</a>
<button class="menu-button" type="button" aria-expanded="false" aria-controls="site-menu" data-menu-button>
<span>Menu</span>
</button>
<div class="nav-links" id="site-menu" data-menu>
<a href="#research">Research</a>
<a href="#technologies">Technologies</a>
<a href="#team">People</a>
<a href="#impact">Impact</a>
<a href="#contact">Contact</a>
</div>
</nav>
</header>
<main id="main">
<section class="hero" id="top" aria-labelledby="hero-title">
<div class="hero-media" aria-hidden="true">
<img src="assets/images/deis-research-hero.webp" alt="" fetchpriority="high">
</div>
<div class="hero-overlay"></div>
<div class="hero-content">
<p class="eyebrow">Research centre</p>
<h1 id="hero-title">Dependable Intelligent Systems</h1>
<p class="hero-lede">Developing reliable and safe technologies for intelligent systems whose failure could affect people, the environment, the economy and society.</p>
<div class="hero-actions" aria-label="Primary links">
<a class="button button-primary" href="#research">Explore research <span aria-hidden="true">-></span></a>
<a class="button button-secondary" href="https://www.hull.ac.uk/research/centres/dependable-intelligent-systems">University centre page</a>
</div>
</div>
<aside class="hero-panel" aria-label="Research centre facts">
<dl>
<div>
<dt>Focus</dt>
<dd>Safety, reliability, security and privacy</dd>
</div>
<div>
<dt>Methods</dt>
<dd>Model-based assurance, SafeML, HiP-HOPS</dd>
</div>
<div>
<dt>Applications</dt>
<dd>Autonomy, robotics, healthcare, industry, drone systems and AI</dd>
</div>
</dl>
</aside>
</section>
<section class="section section-intro" aria-labelledby="about-title">
<div class="section-grid">
<div>
<p class="section-kicker">About DEIS</p>
<h2 id="about-title">Dependability research for the next generation of intelligent systems.</h2>
</div>
<div class="prose">
<p>The Dependable Intelligent Systems Research Centre at the University of Hull studies advanced intelligent systems that must remain trustworthy under real-world uncertainty. Its work spans autonomous vehicles, multi-robot systems, healthcare and industrial automation, drone swarms for maintenance and logistics, machine learning and generative AI.</p>
<p>DEIS focuses on the assurance challenge created by systems that are complex, intelligent, autonomous and open. The group develops methods and tools that help engineers assess hazards, understand failure causes and improve designs before risks become unacceptable.</p>
</div>
</div>
</section>
<section class="section" id="research" aria-labelledby="research-title">
<div class="section-heading">
<p class="section-kicker">Research</p>
<h2 id="research-title">The CIAO challenge</h2>
<p>Modern intelligent systems stretch classical dependability methods because they combine large-scale software, learned behaviour, autonomy and open operating environments.</p>
</div>
<div class="card-grid four">
<article class="card">
<span class="card-index">C</span>
<h3>Complexity</h3>
<p>Large systems include many interacting components, extensive software and automation layers. DEIS studies how new failure modes emerge across these interactions.</p>
</article>
<article class="card">
<span class="card-index">I</span>
<h3>Intelligence</h3>
<p>Machine learning systems learn behaviour from data rather than explicit designs. DEIS researches assurance approaches for imperfect, adaptive and data-driven components.</p>
</article>
<article class="card">
<span class="card-index">A</span>
<h3>Autonomy</h3>
<p>Autonomous systems may face unforeseen hazards without immediate human intervention. The group works on safer decision-making and runtime assurance.</p>
</article>
<article class="card">
<span class="card-index">O</span>
<h3>Openness</h3>
<p>Cooperative Systems of Systems form changing configurations in the field. DEIS develops approaches for assurance beyond closed, fully known designs.</p>
</article>
</div>
</section>
<section class="section section-band" id="technologies" aria-labelledby="tech-title">
<div class="section-heading">
<p class="section-kicker">Technologies</p>
<h2 id="tech-title">Methods, tools and platforms</h2>
<p>The centre builds and applies practical technologies for dependable AI, safety engineering and model-based assurance.</p>
</div>
<div class="feature-list">
<article class="feature-item">
<div>
<h3><a href="https://hip-hops.co.uk/">HiP-HOPS</a></h3>
<p>Hierarchically Performed Hazard Origin and Propagation Studies supports safety analysis for complex engineered systems, including automated generation of safety artefacts from system models.</p>
</div>
<a class="text-link" href="https://hip-hops.co.uk/">Visit HiP-HOPS</a>
</article>
<article class="feature-item">
<div>
<h3><a href="https://github.com/ISorokos/SafeML">SafeML</a></h3>
<p>SafeML focuses on the safety of machine learning, including dataset, model and runtime assurance issues that affect trustworthy deployment.</p>
</div>
<a class="text-link" href="https://github.com/ISorokos/SafeML">Open SafeML</a>
</article>
<article class="feature-item">
<div>
<h3><a href="https://dependable-intelligent-systems-lab.github.io/EDDI-Editor/">EDDI Editor</a></h3>
<p>EDDI supports dependability modelling and conversion workflows used in safety and reliability analysis research.</p>
</div>
<a class="text-link" href="https://dependable-intelligent-systems-lab.github.io/EDDI-Editor/">Open docs</a>
</article>
<article class="feature-item">
<div>
<h3><a href="https://dependable-intelligent-systems-lab.github.io/xwhy/">XWHY</a></h3>
<p>XWHY supports explainable AI research by helping users understand, question and communicate model behaviour in trustworthy intelligent systems.</p>
</div>
<a class="text-link" href="https://dependable-intelligent-systems-lab.github.io/xwhy/">Open XWHY</a>
</article>
</div>
</section>
<section class="section" id="team" aria-labelledby="team-title">
<div class="section-heading">
<p class="section-kicker">People</p>
<h2 id="team-title">Research team</h2>
<p>DEIS brings together academic leads, lecturers, researchers and doctoral researchers working across safety engineering, trustworthy AI, software systems and autonomous technologies.</p>
</div>
<div class="people-grid">
<article class="person">
<h3>Yiannis Papadopoulos</h3>
<p class="role">Lead | Professor of Computer Science</p>
<p>Researches safety and dependability of complex and AI-enabled systems.</p>
</article>
<article class="person">
<h3>Koorosh Aslansefat</h3>
<p class="role">Co-Lead | Assistant Professor</p>
<p>Works on dependable AI, explainability and anomaly detection in intelligent systems.</p>
</article>
<article class="person">
<h3>David Parker</h3>
<p class="role">Senior Lecturer</p>
<p>Works across software engineering, computing education and academic leadership.</p>
</article>
<article class="person">
<h3>Zhibao Mian</h3>
<p class="role">Lecturer in Computer Science</p>
<p>Research interests include safety engineering, trustworthy AI and advanced computing systems.</p>
</article>
<article class="person">
<h3>Kay Atefi</h3>
<p class="role">Assistant Professor</p>
<p>Focuses on cybersecurity, innovation and dependable intelligent systems practice.</p>
</article>
<article class="person">
<h3>Connor Walker</h3>
<p class="role">PhD Student</p>
<p>Works on data-driven intelligent alarm systems for offshore wind maintenance.</p>
</article>
<article class="person">
<h3>Razieh Arshadizadeh</h3>
<p class="role">PhD Candidate</p>
<p>Researches runtime safety and security, Systems of Systems, Edge AI and federated learning.</p>
</article>
<article class="person">
<h3>Louis Donaldson</h3>
<p class="role">PhD Student</p>
<p>Works across computer science, distributed systems and applied artificial intelligence.</p>
</article>
<article class="person">
<h3>Ayoola Adowu</h3>
<p class="role">PhD Researcher</p>
<p>Researches hallucination mitigation for LLM-based autonomous driving scenario generation.</p>
</article>
<article class="person">
<h3>Mahmoud Asgari</h3>
<p class="role">Researcher</p>
<p>Researcher in artificial intelligence.</p>
</article>
</div>
</section>
<section class="section section-impact" id="impact" aria-labelledby="impact-title">
<div class="impact-layout">
<div>
<p class="section-kicker">Impact</p>
<h2 id="impact-title">Methods used by global engineering organisations.</h2>
<p>DEIS technologies have been commercialised or prepared for commercialisation and have been used by leading organisations in automotive, aerospace, industrial automation and safety-critical engineering.</p>
</div>
<ul class="logo-list" aria-label="Example organisations">
<li>Honda</li>
<li>Nissan</li>
<li>NYK Lines</li>
<li>Huawei</li>
<li>Honeywell</li>
<li>Volvo</li>
<li>Continental</li>
<li>Fiat</li>
<li>Embraer</li>
</ul>
</div>
</section>
<section class="section section-ai" aria-labelledby="ai-title">
<div>
<p class="section-kicker">Explore with AI</p>
<h2 id="ai-title">Learn more about DEIS research</h2>
<p>Open this page in your preferred AI assistant with a ready-made prompt about DEIS, dependability and trustworthy intelligent systems.</p>
</div>
<div class="ai-links" data-ai-links>
<a href="#" data-ai="chatgpt">Open in ChatGPT</a>
<a href="#" data-ai="claude">Open in Claude</a>
<a href="#" data-ai="gemini">Open in Gemini</a>
<a href="#" data-ai="kimi">Open in Kimi</a>
</div>
</section>
<section class="section section-contact" id="contact" aria-labelledby="contact-title">
<div>
<p class="section-kicker">Join and collaborate</p>
<h2 id="contact-title">Work with the Dependable Intelligent Systems Research Centre.</h2>
</div>
<div class="contact-grid">
<article>
<h3>Academic and research enquiries</h3>
<p>For questions about the centre, PhD opportunities, MSc by Research supervision or collaboration, contact Professor Yiannis Papadopoulos.</p>
<a class="button button-primary" href="mailto:y.i.papadopoulos@hull.ac.uk">Email Yiannis Papadopoulos</a>
</article>
<article>
<h3>Centre contact</h3>
<p>Dependable Intelligent Systems Research Centre, University of Hull, Cottingham Road, Hull, HU6 7RX, United Kingdom.</p>
<p><a href="mailto:Info@deis-hull.com">Info@deis-hull.com</a><br><a href="tel:+441482346311">+44 (0)1482 346311</a></p>
</article>
</div>
</section>
</main>
<footer class="site-footer">
<div>
<strong>Dependable Intelligent Systems Research Centre</strong>
<p>University of Hull, Cottingham Road, Hull, HU6 7RX, United Kingdom.</p>
</div>
<div class="footer-links">
<a href="https://www.deis-hull.com/">DEIS Hull</a>
<a href="https://www.deis-hull.com/team">People</a>
<a href="https://www.deis-hull.com/vision">Research challenges</a>
<a href="https://www.hull.ac.uk/research/centres/dependable-intelligent-systems">University page</a>
<a href="llms.txt">llms.txt</a>
</div>
</footer>
<script src="assets/js/site.js" defer></script>
</body>
</html>