Noninteractive Lightweight Privacy-Preserving Auditing on Images in Mobile Crowdsourcing Networks

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Binary LeNet</td><td class="align_center">Full-precision LeNet</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">56.6</td><td class="align_center">1435.2</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Computation costs of algorithms in NLPAS (unit: <span class="nowrap"><svg height="9.39034pt" id="M417" style="vertical-align:-3.42943pt" version="1.1" viewbox="-0.0498162 -5.96091 12.1306 9.39034" width="12.1306pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M538 96L524 119C492 88 454 63 446 63C439 63 434 70 440 101C463 223 491 341 518 448H508L433 422L401 276C355 192 240 56 188 56C163 56 154 89 163 133C184 233 207 338 235 443L230 448L152 424L58 17C40 -60 23 -143 23 -185C23 -241 42 -261 63 -261C92 -261 117 -241 125 -227L124 -221C109 -209 89 -165 89 -103C89 -55 96 -13 105 26H107C121 -3 134 -12 151 -12C172 -12 194 -5 221 16C279 61 330 124 384 194H386C381 159 377 141 368 105C343 3 363 -12 383 -12C416 -12 486 35 538 96Z"></path></g><g transform="matrix(.013,0,0,-0.013,7.216,0)"><path d="M319 325C317 349 306 409 297 431C277 440 250 449 209 449C117 449 57 389 57 319C57 243 122 209 182 182C232 159 261 135 261 91C261 48 227 21 190 21C130 21 85 79 68 145L41 140C41 104 51 36 58 22C75 7 121 -12 172 -12C252 -12 337 35 337 126C337 195 286 231 210 262C166 281 126 304 126 348C126 388 152 417 191 417C240 417 274 378 294 318L319 325Z"></path></g></svg>).</span></div>

Security and Communication Networks

tab7

Table 7

Table 7: Noninteractive Lightweight Privacy-Preserving Auditing on Images in Mobile Crowdsourcing Networks 